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BibTeX records: Zhouchen Lin
@article{DBLP:journals/tnn/ZhangZZZL24, author = {Xiaoqin Zhang and Jingjing Zheng and Li Zhao and Zhengyuan Zhou and Zhouchen Lin}, title = {Tensor Recovery With Weighted Tensor Average Rank}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {35}, number = {1}, pages = {1142--1156}, year = {2024}, url = {https://doi.org/10.1109/TNNLS.2022.3182541}, doi = {10.1109/TNNLS.2022.3182541}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/ZhangZZZL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/0003CZ0SL024, author = {Haixin Wang and Jianlong Chang and Yihang Zhai and Xiao Luo and Jinan Sun and Zhouchen Lin and Qi Tian}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {{LION:} Implicit Vision Prompt Tuning}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {5372--5380}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i6.28345}, doi = {10.1609/AAAI.V38I6.28345}, timestamp = {Tue, 26 Mar 2024 17:04:05 +0100}, biburl = {https://dblp.org/rec/conf/aaai/0003CZ0SL024.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-00389, author = {Huan Li and Zhouchen Lin}, title = {On the O({\texttimes}d/T\({}^{\mbox{1/4}}\)) Convergence Rate of RMSProp and Its Momentum Extension Measured by {\unicode{120001}}\({}_{\mbox{l}}\) Norm: Better Dependence on the Dimension}, journal = {CoRR}, volume = {abs/2402.00389}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.00389}, doi = {10.48550/ARXIV.2402.00389}, eprinttype = {arXiv}, eprint = {2402.00389}, timestamp = {Wed, 14 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-00389.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-11984, author = {Mingqing Xiao and Qingyan Meng and Zongpeng Zhang and Di He and Zhouchen Lin}, title = {Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks}, journal = {CoRR}, volume = {abs/2402.11984}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.11984}, doi = {10.48550/ARXIV.2402.11984}, eprinttype = {arXiv}, eprint = {2402.11984}, timestamp = {Thu, 21 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-11984.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-18910, author = {Yang Chen and Yitao Liang and Zhouchen Lin}, title = {{DIGIC:} Domain Generalizable Imitation Learning by Causal Discovery}, journal = {CoRR}, volume = {abs/2402.18910}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.18910}, doi = {10.48550/ARXIV.2402.18910}, eprinttype = {arXiv}, eprint = {2402.18910}, timestamp = {Tue, 26 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-18910.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/chinaf/YangSLL23, author = {Yibo Yang and Zhengyang Shen and Huan Li and Zhouchen Lin}, title = {Optimization-inspired manual architecture design and neural architecture search}, journal = {Sci. China Inf. Sci.}, volume = {66}, number = {11}, year = {2023}, url = {https://doi.org/10.1007/s11432-021-3527-7}, doi = {10.1007/S11432-021-3527-7}, timestamp = {Fri, 06 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/chinaf/YangSLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/XiaoZLLL23, author = {Mingqing Xiao and Shuxin Zheng and Chang Liu and Zhouchen Lin and Tie{-}Yan Liu}, title = {Invertible Rescaling Network and Its Extensions}, journal = {Int. J. Comput. Vis.}, volume = {131}, number = {1}, pages = {134--159}, year = {2023}, url = {https://doi.org/10.1007/s11263-022-01688-4}, doi = {10.1007/S11263-022-01688-4}, timestamp = {Fri, 17 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/XiaoZLLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/0007L23, author = {Huan Li and Zhouchen Lin}, title = {Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the in the O(epsilon{\^{}}(-7/4)) Complexity}, journal = {J. Mach. Learn. Res.}, volume = {24}, pages = {157:1--157:37}, year = {2023}, url = {http://jmlr.org/papers/v24/22-0522.html}, timestamp = {Tue, 13 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/0007L23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/XiaoMZWL23, author = {Mingqing Xiao and Qingyan Meng and Zongpeng Zhang and Yisen Wang and Zhouchen Lin}, title = {{SPIDE:} {A} purely spike-based method for training feedback spiking neural networks}, journal = {Neural Networks}, volume = {161}, pages = {9--24}, year = {2023}, url = {https://doi.org/10.1016/j.neunet.2023.01.026}, doi = {10.1016/J.NEUNET.2023.01.026}, timestamp = {Sat, 29 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/XiaoMZWL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/XieWLLLL23, author = {Xingyu Xie and Qiuhao Wang and Zenan Ling and Xia Li and Guangcan Liu and Zhouchen Lin}, title = {Optimization Induced Equilibrium Networks: An Explicit Optimization Perspective for Understanding Equilibrium Models}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {3}, pages = {3604--3616}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2022.3181425}, doi = {10.1109/TPAMI.2022.3181425}, timestamp = {Sat, 25 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/XieWLLLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ZhangZWTZL23, author = {Xiaoqin Zhang and Jingjing Zheng and Di Wang and Guiying Tang and Zhengyuan Zhou and Zhouchen Lin}, title = {Structured Sparsity Optimization With Non-Convex Surrogates of {\textdollar}{\textbackslash}ell {\_}\{2,0\}{\textdollar}{\(\mathscr{l}\)}2,0-Norm: {A} Unified Algorithmic Framework}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {5}, pages = {6386--6402}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2022.3213716}, doi = {10.1109/TPAMI.2022.3213716}, timestamp = {Sat, 29 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/ZhangZWTZL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ChenWGWYL23, author = {Qi Chen and Yifei Wang and Zhengyang Geng and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, title = {Equilibrium Image Denoising With Implicit Differentiation}, journal = {{IEEE} Trans. Image Process.}, volume = {32}, pages = {1868--1881}, year = {2023}, url = {https://doi.org/10.1109/TIP.2023.3255104}, doi = {10.1109/TIP.2023.3255104}, timestamp = {Sun, 16 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/ChenWGWYL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/LingXWZL23, author = {Zenan Ling and Xingyu Xie and Qiuhao Wang and Zongpeng Zhang and Zhouchen Lin}, editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan{-}Willem van de Meent}, title = {Global Convergence of Over-parameterized Deep Equilibrium Models}, booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {206}, pages = {767--787}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v206/ling23a.html}, timestamp = {Mon, 19 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/LingXWZL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/YueFL23, author = {Pengyun Yue and Cong Fang and Zhouchen Lin}, editor = {Gergely Neu and Lorenzo Rosasco}, title = {On the Lower Bound of Minimizing Polyak-{\L}ojasiewicz functions}, booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023, 12-15 July 2023, Bangalore, India}, series = {Proceedings of Machine Learning Research}, volume = {195}, pages = {2948--2968}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v195/yue23a.html}, timestamp = {Wed, 06 Sep 2023 17:49:05 +0200}, biburl = {https://dblp.org/rec/conf/colt/YueFL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/YueYFL23, author = {Pengyun Yue and Long Yang and Cong Fang and Zhouchen Lin}, editor = {Gergely Neu and Lorenzo Rosasco}, title = {Zeroth-order Optimization with Weak Dimension Dependency}, booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023, 12-15 July 2023, Bangalore, India}, series = {Proceedings of Machine Learning Research}, volume = {195}, pages = {4429--4472}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v195/yue23b.html}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/colt/YueYFL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/Meng0Y0LL23, author = {Qingyan Meng and Mingqing Xiao and Shen Yan and Yisen Wang and Zhouchen Lin and Zhi{-}Quan Luo}, title = {Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks}, booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023, Paris, France, October 1-6, 2023}, pages = {6143--6153}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICCV51070.2023.00567}, doi = {10.1109/ICCV51070.2023.00567}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/Meng0Y0LL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/0001ZDYL023, author = {Yifei Wang and Qi Zhang and Tianqi Du and Jiansheng Yang and Zhouchen Lin and Yisen Wang}, title = {A Message Passing Perspective on Learning Dynamics of Contrastive Learning}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=VBTJqqWjxMv}, timestamp = {Fri, 30 Jun 2023 14:38:38 +0200}, biburl = {https://dblp.org/rec/conf/iclr/0001ZDYL023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/HeCSYL23, author = {Lingshen He and Yuxuan Chen and Zhengyang Shen and Yibo Yang and Zhouchen Lin}, title = {Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=D1Iqfm7WTkk}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/HeCSYL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Li00L23, author = {Mingjie Li and Yifei Wang and Yisen Wang and Zhouchen Lin}, title = {Unbiased Stochastic Proximal Solver for Graph Neural Networks with Equilibrium States}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=j3cUWIMsFBN}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/Li00L23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/YangYLLTT23, author = {Yibo Yang and Haobo Yuan and Xiangtai Li and Zhouchen Lin and Philip H. S. Torr and Dacheng Tao}, title = {Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=y5W8tpojhtJ}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/YangYLLTT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WuXZSLWL23, author = {Yi Wu and Yanyang Xu and Wenhao Zhu and Guojie Song and Zhouchen Lin and Liang Wang and Shaoguo Liu}, title = {{KDLGT:} {A} Linear Graph Transformer Framework via Kernel Decomposition Approach}, booktitle = {Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao, SAR, China}, pages = {2370--2378}, publisher = {ijcai.org}, year = {2023}, url = {https://doi.org/10.24963/ijcai.2023/263}, doi = {10.24963/IJCAI.2023/263}, timestamp = {Mon, 28 Aug 2023 17:23:07 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/WuXZSLWL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/ZhangLLL23, author = {Zongpeng Zhang and Zenan Ling and Tong Lin and Zhouchen Lin}, title = {Gradient Descent Optimizes Normalization-Free ResNets}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold Coast, Australia, June 18-23, 2023}, pages = {1--8}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/IJCNN54540.2023.10191204}, doi = {10.1109/IJCNN54540.2023.10191204}, timestamp = {Wed, 09 Aug 2023 16:25:09 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/ZhangLLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/0001SALLL23, author = {Yuanyuan Liu and Fanhua Shang and Weixin An and Junhao Liu and Hongying Liu and Zhouchen Lin}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/c242f2b7f60d8c685b6481939330e241-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/0001SALLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Li0L23, author = {Mingjie Li and Yisen Wang and Zhouchen Lin}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {{GEQ:} Gaussian Kernel Inspired Equilibrium Models}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/79cab89b43ac21c6941ad9735df95d30-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Li0L23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangCXFL23, author = {Jianghui Wang and Yang Chen and Xingyu Xie and Cong Fang and Zhouchen Lin}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Task-Robust Pre-Training for Worst-Case Downstream Adaptation}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1e4322fddd833f83c855660ac65e428d-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WangCXFL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangLYL023, author = {Yifei Wang and Liangchen Li and Jiansheng Yang and Zhouchen Lin and Yisen Wang}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/32f9049217da6e718a426b07242dff73-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/WangLYL023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-00954, author = {Xiangtai Li and Shilin Xu and Yibo Yang and Haobo Yuan and Guangliang Cheng and Yunhai Tong and Zhouchen Lin and Dacheng Tao}, title = {PanopticPartFormer++: {A} Unified and Decoupled View for Panoptic Part Segmentation}, journal = {CoRR}, volume = {abs/2301.00954}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.00954}, doi = {10.48550/ARXIV.2301.00954}, eprinttype = {arXiv}, eprint = {2301.00954}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-00954.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-00232, author = {Mingqing Xiao and Qingyan Meng and Zongpeng Zhang and Yisen Wang and Zhouchen Lin}, title = {{SPIDE:} {A} Purely Spike-based Method for Training Feedback Spiking Neural Networks}, journal = {CoRR}, volume = {abs/2302.00232}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.00232}, doi = {10.48550/ARXIV.2302.00232}, eprinttype = {arXiv}, eprint = {2302.00232}, timestamp = {Thu, 09 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-00232.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-03004, author = {Yibo Yang and Haobo Yuan and Xiangtai Li and Zhouchen Lin and Philip H. S. Torr and Dacheng Tao}, title = {Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning}, journal = {CoRR}, volume = {abs/2302.03004}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.03004}, doi = {10.48550/ARXIV.2302.03004}, eprinttype = {arXiv}, eprint = {2302.03004}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-03004.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-14311, author = {Qingyan Meng and Mingqing Xiao and Shen Yan and Yisen Wang and Zhouchen Lin and Zhi{-}Quan Luo}, title = {Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks}, journal = {CoRR}, volume = {abs/2302.14311}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.14311}, doi = {10.48550/ARXIV.2302.14311}, eprinttype = {arXiv}, eprint = {2302.14311}, timestamp = {Thu, 02 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-14311.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-00970, author = {Shihong Ding and Hanze Dong and Cong Fang and Zhouchen Lin and Tong Zhang}, title = {Provable Particle-based Primal-Dual Algorithm for Mixed Nash Equilibrium}, journal = {CoRR}, volume = {abs/2303.00970}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.00970}, doi = {10.48550/ARXIV.2303.00970}, eprinttype = {arXiv}, eprint = {2303.00970}, timestamp = {Mon, 11 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-00970.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-04435, author = {Yifei Wang and Qi Zhang and Tianqi Du and Jiansheng Yang and Zhouchen Lin and Yisen Wang}, title = {A Message Passing Perspective on Learning Dynamics of Contrastive Learning}, journal = {CoRR}, volume = {abs/2303.04435}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.04435}, doi = {10.48550/ARXIV.2303.04435}, eprinttype = {arXiv}, eprint = {2303.04435}, timestamp = {Mon, 20 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-04435.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-09992, author = {Haixin Wang and Jianlong Chang and Xiao Luo and Jinan Sun and Zhouchen Lin and Qi Tian}, title = {{LION:} Implicit Vision Prompt Tuning}, journal = {CoRR}, volume = {abs/2303.09992}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.09992}, doi = {10.48550/ARXIV.2303.09992}, eprinttype = {arXiv}, eprint = {2303.09992}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-09992.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-06061, author = {Bruce X. B. Yu and Jianlong Chang and Haixin Wang and Lingbo Liu and Shijie Wang and Zhiyu Wang and Junfan Lin and Lingxi Xie and Haojie Li and Zhouchen Lin and Qi Tian and Chang Wen Chen}, title = {Visual Tuning}, journal = {CoRR}, volume = {abs/2305.06061}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.06061}, doi = {10.48550/ARXIV.2305.06061}, eprinttype = {arXiv}, eprint = {2305.06061}, timestamp = {Tue, 16 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-06061.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-13122, author = {Long Yang and Zhixiong Huang and Fenghao Lei and Yucun Zhong and Yiming Yang and Cong Fang and Shiting Wen and Binbin Zhou and Zhouchen Lin}, title = {Policy Representation via Diffusion Probability Model for Reinforcement Learning}, journal = {CoRR}, volume = {abs/2305.13122}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.13122}, doi = {10.48550/ARXIV.2305.13122}, eprinttype = {arXiv}, eprint = {2305.13122}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-13122.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-18507, author = {Yi Hu and Haotong Yang and Zhouchen Lin and Muhan Zhang}, title = {Code Prompting: a Neural Symbolic Method for Complex Reasoning in Large Language Models}, journal = {CoRR}, volume = {abs/2305.18507}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.18507}, doi = {10.48550/ARXIV.2305.18507}, eprinttype = {arXiv}, eprint = {2305.18507}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-18507.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-12070, author = {Jianghui Wang and Cheng Yang and Xingyu Xie and Cong Fang and Zhouchen Lin}, title = {Task-Robust Pre-Training for Worst-Case Downstream Adaptation}, journal = {CoRR}, volume = {abs/2306.12070}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.12070}, doi = {10.48550/ARXIV.2306.12070}, eprinttype = {arXiv}, eprint = {2306.12070}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-12070.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-01746, author = {Yibo Yang and Haobo Yuan and Xiangtai Li and Jianlong Wu and Lefei Zhang and Zhouchen Lin and Philip H. S. Torr and Dacheng Tao and Bernard Ghanem}, title = {Neural Collapse Terminus: {A} Unified Solution for Class Incremental Learning and Its Variants}, journal = {CoRR}, volume = {abs/2308.01746}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.01746}, doi = {10.48550/ARXIV.2308.01746}, eprinttype = {arXiv}, eprint = {2308.01746}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-01746.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-11290, author = {Yuxuan Du and Yibo Yang and Tongliang Liu and Zhouchen Lin and Bernard Ghanem and Dacheng Tao}, title = {ShadowNet for Data-Centric Quantum System Learning}, journal = {CoRR}, volume = {abs/2308.11290}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.11290}, doi = {10.48550/ARXIV.2308.11290}, eprinttype = {arXiv}, eprint = {2308.11290}, timestamp = {Fri, 25 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-11290.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-13307, author = {Pengyun Yue and Hanzhen Zhao and Cong Fang and Di He and Liwei Wang and Zhouchen Lin and Song{-}Chun Zhu}, title = {{CORE:} Common Random Reconstruction for Distributed Optimization with Provable Low Communication Complexity}, journal = {CoRR}, volume = {abs/2309.13307}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.13307}, doi = {10.48550/ARXIV.2309.13307}, eprinttype = {arXiv}, eprint = {2309.13307}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-13307.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-05452, author = {Haotong Yang and Fanxu Meng and Zhouchen Lin and Muhan Zhang}, title = {Explaining the Complex Task Reasoning of Large Language Models with Template-Content Structure}, journal = {CoRR}, volume = {abs/2310.05452}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.05452}, doi = {10.48550/ARXIV.2310.05452}, eprinttype = {arXiv}, eprint = {2310.05452}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-05452.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-19360, author = {Yifei Wang and Liangchen Li and Jiansheng Yang and Zhouchen Lin and Yisen Wang}, title = {Balance, Imbalance, and Rebalance: Understanding Robust Overfitting from a Minimax Game Perspective}, journal = {CoRR}, volume = {abs/2310.19360}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.19360}, doi = {10.48550/ARXIV.2310.19360}, eprinttype = {arXiv}, eprint = {2310.19360}, timestamp = {Thu, 02 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-19360.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/sp/LinLF22, author = {Zhouchen Lin and Huan Li and Cong Fang}, title = {Alternating Direction Method of Multipliers for Machine Learning}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-981-16-9840-8}, doi = {10.1007/978-981-16-9840-8}, isbn = {978-981-16-9839-2}, timestamp = {Tue, 05 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/sp/LinLF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/HangCYL22, author = {Hanyuan Hang and Yuchao Cai and Hanfang Yang and Zhouchen Lin}, title = {Under-bagging Nearest Neighbors for Imbalanced Classification}, journal = {J. Mach. Learn. Res.}, volume = {23}, pages = {118:1--118:63}, year = {2022}, url = {http://jmlr.org/papers/v23/21-0904.html}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/HangCYL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/0007LF22, author = {Huan Li and Zhouchen Lin and Yongchun Fang}, title = {Variance Reduced {EXTRA} and DIGing and Their Optimal Acceleration for Strongly Convex Decentralized Optimization}, journal = {J. Mach. Learn. Res.}, volume = {23}, pages = {222:1--222:41}, year = {2022}, url = {http://jmlr.org/papers/v23/20-1130.html}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/0007LF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/MengYXWLL22, author = {Qingyan Meng and Shen Yan and Mingqing Xiao and Yisen Wang and Zhouchen Lin and Zhi{-}Quan Luo}, title = {Training much deeper spiking neural networks with a small number of time-steps}, journal = {Neural Networks}, volume = {153}, pages = {254--268}, year = {2022}, url = {https://doi.org/10.1016/j.neunet.2022.06.001}, doi = {10.1016/J.NEUNET.2022.06.001}, timestamp = {Sat, 10 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/MengYXWLL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LiXFDXL22, author = {Jia Li and Mingqing Xiao and Cong Fang and Yue Dai and Chao Xu and Zhouchen Lin}, title = {Training Neural Networks by Lifted Proximal Operator Machines}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {6}, pages = {3334--3348}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2020.3048430}, doi = {10.1109/TPAMI.2020.3048430}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LiXFDXL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/WangCDL22, author = {Shiping Wang and Zhaoliang Chen and Shide Du and Zhouchen Lin}, title = {Learning Deep Sparse Regularizers With Applications to Multi-View Clustering and Semi-Supervised Classification}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {9}, pages = {5042--5055}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2021.3082632}, doi = {10.1109/TPAMI.2021.3082632}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/WangCDL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ZhouYLH22, author = {Pan Zhou and Xiao{-}Tong Yuan and Zhouchen Lin and Steven C. H. Hoi}, title = {A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {10}, pages = {5933--5946}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2021.3087328}, doi = {10.1109/TPAMI.2021.3087328}, timestamp = {Thu, 22 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/ZhouYLH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LiuGZML22, author = {Risheng Liu and Jiaxin Gao and Jin Zhang and Deyu Meng and Zhouchen Lin}, title = {Investigating Bi-Level Optimization for Learning and Vision From a Unified Perspective: {A} Survey and Beyond}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {12}, pages = {10045--10067}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2021.3132674}, doi = {10.1109/TPAMI.2021.3132674}, timestamp = {Mon, 05 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LiuGZML22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/ChenWWCTYL22, author = {Qi Chen and Yifei Wang and Yisen Wang and Jianlong Chang and Qi Tian and Jiansheng Yang and Zhouchen Lin}, editor = {Shusaku Tsumoto and Yukio Ohsawa and Lei Chen and Dirk Van den Poel and Xiaohua Hu and Yoichi Motomura and Takuya Takagi and Lingfei Wu and Ying Xie and Akihiro Abe and Vijay Raghavan}, title = {Efficient and Scalable Implicit Graph Neural Networks with Virtual Equilibrium}, booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022}, pages = {864--873}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BigData55660.2022.10020519}, doi = {10.1109/BIGDATA55660.2022.10020519}, timestamp = {Fri, 18 Aug 2023 17:39:03 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/ChenWWCTYL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/KeLLZJ22, author = {Nan Ke and Tong Lin and Zhouchen Lin and Xiao{-}Hua Zhou and Taoyun Ji}, editor = {Mohammad Al Hasan and Li Xiong}, title = {Convolutional Transformer Networks for Epileptic Seizure Detection}, booktitle = {Proceedings of the 31st {ACM} International Conference on Information {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022}, pages = {4109--4113}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3511808.3557568}, doi = {10.1145/3511808.3557568}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/KeLLZJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/Meng0Y0LL22, author = {Qingyan Meng and Mingqing Xiao and Shen Yan and Yisen Wang and Zhouchen Lin and Zhi{-}Quan Luo}, title = {Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {12434--12443}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.01212}, doi = {10.1109/CVPR52688.2022.01212}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/Meng0Y0LL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/00010YL22, author = {Yifei Wang and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, title = {A Unified Contrastive Energy-based Model for Understanding the Generative Ability of Adversarial Training}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=XhF2VOMRHS}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/00010YL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/0001Z0YL22, author = {Yifei Wang and Qi Zhang and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, title = {Chaos is a Ladder: {A} New Theoretical Understanding of Contrastive Learning via Augmentation Overlap}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=ECvgmYVyeUz}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/0001Z0YL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/Li0XL22, author = {Mingjie Li and Yisen Wang and Xingyu Xie and Zhouchen Lin}, title = {Optimization inspired Multi-Branch Equilibrium Models}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=nbC8iTTXIrk}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/Li0XL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChenW0YL22, author = {Qi Chen and Yifei Wang and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Optimization-Induced Graph Implicit Nonlinear Diffusion}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {3648--3661}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/chen22z.html}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ChenW0YL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiGWWL22, author = {Mingjie Li and Xiaojun Guo and Yifei Wang and Yisen Wang and Zhouchen Lin}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {G\({}^{\mbox{2}}\)CN: Graph Gaussian Convolution Networks with Concentrated Graph Filters}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {12782--12796}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/li22h.html}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/LiGWWL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/0007L22, author = {Huan Li and Zhouchen Lin}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the O({\(\epsilon\)}\({}^{\mbox{-7/4}}\)) Complexity}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {12901--12916}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/li22o.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/0007L22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Li0L22, author = {Mingjie Li and Yisen Wang and Zhouchen Lin}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {CerDEQ: Certifiable Deep Equilibrium Model}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {12998--13013}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/li22t.html}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Li0L22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/0001SALL22, author = {Yuanyuan Liu and Fanhua Shang and Weixin An and Hongying Liu and Zhouchen Lin}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {Kill a Bird with Two Stones: Closing the Convergence Gaps in Non-Strongly Convex Optimization by Directly Accelerated {SVRG} with Double Compensation and Snapshots}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {14008--14035}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/liu22q.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/0001SALL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ShenHSML22, author = {Zhengyang Shen and Tao Hong and Qi She and Jinwen Ma and Zhouchen Lin}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesv{\'{a}}ri and Gang Niu and Sivan Sabato}, title = {PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs}, booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July 2022, Baltimore, Maryland, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {162}, pages = {19827--19846}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v162/shen22c.html}, timestamp = {Tue, 12 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/ShenHSML22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XiaoMZHL22, author = {Mingqing Xiao and Qingyan Meng and Zongpeng Zhang and Di He and Zhouchen Lin}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Online Training Through Time for Spiking Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/82846e19e6d42ebfd4ace4361def29ae-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/XiaoMZHL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YangCLXLT22, author = {Yibo Yang and Shixiang Chen and Xiangtai Li and Liang Xie and Zhouchen Lin and Dacheng Tao}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f7f5f501282771c96bb3fedcc96bedfe-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YangCLXLT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YangLZ22, author = {Haotong Yang and Zhouchen Lin and Muhan Zhang}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Rethinking Knowledge Graph Evaluation Under the Open-World Assumption}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/378226e5df7eded3e401de5c9493143c-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YangLZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YangWYL22, author = {Yibo Yang and Hong Wang and Haobo Yuan and Zhouchen Lin}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Towards Theoretically Inspired Neural Initialization Optimization}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7886b9bafe76c52fd568db10ff9772df-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YangWYL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-11411, author = {Huan Li and Zhouchen Lin}, title = {Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the O({\(\epsilon\)}\({}^{\mbox{-7/4}}\)) Complexity}, journal = {CoRR}, volume = {abs/2201.11411}, year = {2022}, url = {https://arxiv.org/abs/2201.11411}, eprinttype = {arXiv}, eprint = {2201.11411}, timestamp = {Wed, 02 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-11411.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-09081, author = {Yibo Yang and Liang Xie and Shixiang Chen and Xiangtai Li and Zhouchen Lin and Dacheng Tao}, title = {Do We Really Need a Learnable Classifier at the End of Deep Neural Network?}, journal = {CoRR}, volume = {abs/2203.09081}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.09081}, doi = {10.48550/ARXIV.2203.09081}, eprinttype = {arXiv}, eprint = {2203.09081}, timestamp = {Mon, 28 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-09081.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-13455, author = {Yifei Wang and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, title = {A Unified Contrastive Energy-based Model for Understanding the Generative Ability of Adversarial Training}, journal = {CoRR}, volume = {abs/2203.13455}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.13455}, doi = {10.48550/ARXIV.2203.13455}, eprinttype = {arXiv}, eprint = {2203.13455}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-13455.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-13457, author = {Yifei Wang and Qi Zhang and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, title = {Chaos is a Ladder: {A} New Theoretical Understanding of Contrastive Learning via Augmentation Overlap}, journal = {CoRR}, volume = {abs/2203.13457}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.13457}, doi = {10.48550/ARXIV.2203.13457}, eprinttype = {arXiv}, eprint = {2203.13457}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-13457.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-00459, author = {Qingyan Meng and Mingqing Xiao and Shen Yan and Yisen Wang and Zhouchen Lin and Zhi{-}Quan Luo}, title = {Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation}, journal = {CoRR}, volume = {abs/2205.00459}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.00459}, doi = {10.48550/ARXIV.2205.00459}, eprinttype = {arXiv}, eprint = {2205.00459}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-00459.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-13214, author = {Mingjie Li and Hao Kong and Zhouchen Lin}, title = {SymNMF-Net for The Symmetric {NMF} Problem}, journal = {CoRR}, volume = {abs/2205.13214}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.13214}, doi = {10.48550/ARXIV.2205.13214}, eprinttype = {arXiv}, eprint = {2205.13214}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-13214.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-13814, author = {Zenan Ling and Xingyu Xie and Qiuhao Wang and Zongpeng Zhang and Zhouchen Lin}, title = {Global Convergence of Over-parameterized Deep Equilibrium Models}, journal = {CoRR}, volume = {abs/2205.13814}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.13814}, doi = {10.48550/ARXIV.2205.13814}, eprinttype = {arXiv}, eprint = {2205.13814}, timestamp = {Tue, 31 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-13814.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-09567, author = {Yang Hu and Xiyuan Wang and Zhouchen Lin and Pan Li and Muhan Zhang}, title = {Two-Dimensional Weisfeiler-Lehman Graph Neural Networks for Link Prediction}, journal = {CoRR}, volume = {abs/2206.09567}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.09567}, doi = {10.48550/ARXIV.2206.09567}, eprinttype = {arXiv}, eprint = {2206.09567}, timestamp = {Mon, 27 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-09567.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-14418, author = {Qi Chen and Yifei Wang and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, title = {Optimization-Induced Graph Implicit Nonlinear Diffusion}, journal = {CoRR}, volume = {abs/2206.14418}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.14418}, doi = {10.48550/ARXIV.2206.14418}, eprinttype = {arXiv}, eprint = {2206.14418}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-14418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-03720, author = {Zhengyang Shen and Tao Hong and Qi She and Jinwen Ma and Zhouchen Lin}, title = {PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs}, journal = {CoRR}, volume = {abs/2208.03720}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.03720}, doi = {10.48550/ARXIV.2208.03720}, eprinttype = {arXiv}, eprint = {2208.03720}, timestamp = {Wed, 10 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-03720.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-06677, author = {Xingyu Xie and Pan Zhou and Huan Li and Zhouchen Lin and Shuicheng Yan}, title = {Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models}, journal = {CoRR}, volume = {abs/2208.06677}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.06677}, doi = {10.48550/ARXIV.2208.06677}, eprinttype = {arXiv}, eprint = {2208.06677}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-06677.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-08858, author = {Haotong Yang and Zhouchen Lin and Muhan Zhang}, title = {Rethinking Knowledge Graph Evaluation Under the Open-World Assumption}, journal = {CoRR}, volume = {abs/2209.08858}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.08858}, doi = {10.48550/ARXIV.2209.08858}, eprinttype = {arXiv}, eprint = {2209.08858}, timestamp = {Wed, 28 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-08858.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-04188, author = {Mingqing Xiao and Shuxin Zheng and Chang Liu and Zhouchen Lin and Tie{-}Yan Liu}, title = {Invertible Rescaling Network and Its Extensions}, journal = {CoRR}, volume = {abs/2210.04188}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.04188}, doi = {10.48550/ARXIV.2210.04188}, eprinttype = {arXiv}, eprint = {2210.04188}, timestamp = {Thu, 13 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-04188.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-04195, author = {Mingqing Xiao and Qingyan Meng and Zongpeng Zhang and Di He and Zhouchen Lin}, title = {Online Training Through Time for Spiking Neural Networks}, journal = {CoRR}, volume = {abs/2210.04195}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.04195}, doi = {10.48550/ARXIV.2210.04195}, eprinttype = {arXiv}, eprint = {2210.04195}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-04195.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-05956, author = {Yibo Yang and Hong Wang and Haobo Yuan and Zhouchen Lin}, title = {Towards Theoretically Inspired Neural Initialization Optimization}, journal = {CoRR}, volume = {abs/2210.05956}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.05956}, doi = {10.48550/ARXIV.2210.05956}, eprinttype = {arXiv}, eprint = {2210.05956}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-05956.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iet-ipr/ShenYLZ21, author = {Tiancheng Shen and Yibo Yang and Zhouchen Lin and Mingbin Zhang}, title = {Recurrent learning with clique structures for prostate sparse-view {CT} artifacts reduction}, journal = {{IET} Image Process.}, volume = {15}, number = {3}, pages = {648--655}, year = {2021}, url = {https://doi.org/10.1049/ipr2.12048}, doi = {10.1049/IPR2.12048}, timestamp = {Fri, 13 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/iet-ipr/ShenYLZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/HangLLW21, author = {Hanyuan Hang and Zhouchen Lin and Xiaoyu Liu and Hongwei Wen}, title = {Histogram Transform Ensembles for Large-scale Regression}, journal = {J. Mach. Learn. Res.}, volume = {22}, pages = {95:1--95:87}, year = {2021}, url = {http://jmlr.org/papers/v22/19-1004.html}, timestamp = {Mon, 31 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jmlr/HangLLW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/KongLL21, author = {Hao Kong and Canyi Lu and Zhouchen Lin}, title = {Tensor Q-rank: new data dependent definition of tensor rank}, journal = {Mach. Learn.}, volume = {110}, number = {7}, pages = {1867--1900}, year = {2021}, url = {https://doi.org/10.1007/s10994-021-05987-8}, doi = {10.1007/S10994-021-05987-8}, timestamp = {Tue, 13 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/KongLL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ZhouLFLY21, author = {Pan Zhou and Canyi Lu and Jiashi Feng and Zhouchen Lin and Shuicheng Yan}, title = {Tensor Low-Rank Representation for Data Recovery and Clustering}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {43}, number = {5}, pages = {1718--1732}, year = {2021}, url = {https://doi.org/10.1109/TPAMI.2019.2954874}, doi = {10.1109/TPAMI.2019.2954874}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/ZhouLFLY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ZhangCGMXLP21, author = {Xinbang Zhang and Jianlong Chang and Yiwen Guo and Gaofeng Meng and Shiming Xiang and Zhouchen Lin and Chunhong Pan}, title = {{DATA:} Differentiable ArchiTecture Approximation With Distribution Guided Sampling}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {43}, number = {9}, pages = {2905--2920}, year = {2021}, url = {https://doi.org/10.1109/TPAMI.2020.3020315}, doi = {10.1109/TPAMI.2020.3020315}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/ZhangCGMXLP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LiuSLKJL21, author = {Yuanyuan Liu and Fanhua Shang and Hongying Liu and Lin Kong and Licheng Jiao and Zhouchen Lin}, title = {Accelerated Variance Reduction Stochastic {ADMM} for Large-Scale Machine Learning}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {43}, number = {12}, pages = {4242--4255}, year = {2021}, url = {https://doi.org/10.1109/TPAMI.2020.3000512}, doi = {10.1109/TPAMI.2020.3000512}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LiuSLKJL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/WuXNLZ21, author = {Jianlong Wu and Xingxu Xie and Liqiang Nie and Zhouchen Lin and Hongbin Zha}, title = {Reconstruction regularized low-rank subspace learning for cross-modal retrieval}, journal = {Pattern Recognit.}, volume = {113}, pages = {107813}, year = {2021}, url = {https://doi.org/10.1016/j.patcog.2020.107813}, doi = {10.1016/J.PATCOG.2020.107813}, timestamp = {Tue, 23 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/WuXNLZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/LiLYZCYTL21, author = {Xiangtai Li and Xia Li and Ansheng You and Li Zhang and Guangliang Cheng and Kuiyuan Yang and Yunhai Tong and Zhouchen Lin}, title = {Towards Efficient Scene Understanding via Squeeze Reasoning}, journal = {{IEEE} Trans. Image Process.}, volume = {30}, pages = {7050--7063}, year = {2021}, url = {https://doi.org/10.1109/TIP.2021.3099369}, doi = {10.1109/TIP.2021.3099369}, timestamp = {Thu, 07 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/LiLYZCYTL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/0001KS0LL21, author = {Yangyang Li and Lin Kong and Fanhua Shang and Yuanyuan Liu and Hongying Liu and Zhouchen Lin}, title = {Learned Extragradient {ISTA} with Interpretable Residual Structures for Sparse Coding}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {8501--8509}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i10.17032}, doi = {10.1609/AAAI.V35I10.17032}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/0001KS0LL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ShenSLM21, author = {Zhengyang Shen and Tiancheng Shen and Zhouchen Lin and Jinwen Ma}, title = {PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {9585--9593}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i11.17154}, doi = {10.1609/AAAI.V35I11.17154}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ShenSLM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiHLLCSWTL21, author = {Xiangtai Li and Hao He and Xia Li and Duo Li and Guangliang Cheng and Jianping Shi and Lubin Weng and Yunhai Tong and Zhouchen Lin}, title = {PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {4217--4226}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Li\_PointFlow\_Flowing\_Semantics\_Through\_Points\_for\_Aerial\_Image\_Segmentation\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.00420}, timestamp = {Thu, 01 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LiHLLCSWTL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/YangYL00L21, author = {Yibo Yang and Shan You and Hongyang Li and Fei Wang and Chen Qian and Zhouchen Lin}, title = {Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {6667--6676}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Yang\_Towards\_Improving\_the\_Consistency\_Efficiency\_and\_Flexibility\_of\_Differentiable\_Neural\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.00660}, timestamp = {Mon, 18 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/YangYL00L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/ZhongW0HDNL021, author = {Huasong Zhong and Jianlong Wu and Chong Chen and Jianqiang Huang and Minghua Deng and Liqiang Nie and Zhouchen Lin and Xian{-}Sheng Hua}, title = {Graph Contrastive Clustering}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {9204--9213}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.00909}, doi = {10.1109/ICCV48922.2021.00909}, timestamp = {Fri, 11 Mar 2022 10:01:27 +0100}, biburl = {https://dblp.org/rec/conf/iccv/ZhongW0HDNL021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/GengGCLWL21, author = {Zhengyang Geng and Meng{-}Hao Guo and Hongxu Chen and Xia Li and Ke Wei and Zhouchen Lin}, title = {Is Attention Better Than Matrix Decomposition?}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=1FvkSpWosOl}, timestamp = {Wed, 23 Jun 2021 17:36:39 +0200}, biburl = {https://dblp.org/rec/conf/iclr/GengGCLWL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/SunZL21, author = {Ke Sun and Zhanxing Zhu and Zhouchen Lin}, title = {AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models}, booktitle = {9th International Conference on Learning Representations, {ICLR} 2021, Virtual Event, Austria, May 3-7, 2021}, publisher = {OpenReview.net}, year = {2021}, url = {https://openreview.net/forum?id=QkRbdiiEjM}, timestamp = {Thu, 04 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/SunZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CuiH0L21, author = {Jingyi Cui and Hanyuan Hang and Yisen Wang and Zhouchen Lin}, editor = {Marina Meila and Tong Zhang}, title = {{GBHT:} Gradient Boosting Histogram Transform for Density Estimation}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {2233--2243}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/cui21c.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/CuiH0L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/FengLZZZZ21, author = {Ruili Feng and Zhouchen Lin and Jiapeng Zhu and Deli Zhao and Jingren Zhou and Zheng{-}Jun Zha}, editor = {Marina Meila and Tong Zhang}, title = {Uncertainty Principles of Encoding GANs}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {3240--3251}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/feng21c.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/FengLZZZZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/WenCHL0L21, author = {Hongwei Wen and Jingyi Cui and Hanyuan Hang and Jiabin Liu and Yisen Wang and Zhouchen Lin}, editor = {Marina Meila and Tong Zhang}, title = {Leveraged Weighted Loss for Partial Label Learning}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {11091--11100}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/wen21a.html}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/WenCHL0L21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictai/KeLL21, author = {Nan Ke and Tong Lin and Zhouchen Lin}, title = {Channel-Weighted Squeeze-and-Excitation Networks For Epileptic Seizure Detection}, booktitle = {33rd {IEEE} International Conference on Tools with Artificial Intelligence, {ICTAI} 2021, Washington, DC, USA, November 1-3, 2021}, pages = {666--673}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICTAI52525.2021.00106}, doi = {10.1109/ICTAI52525.2021.00106}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ictai/KeLL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HeCSDWL21, author = {Lingshen He and Yuxuan Chen and Zhengyang Shen and Yiming Dong and Yisen Wang and Zhouchen Lin}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Efficient Equivariant Network}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {5290--5302}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/2a79ea27c279e471f4d180b08d62b00a-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/HeCSDWL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangWYL21, author = {Yifei Wang and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Dissecting the Diffusion Process in Linear Graph Convolutional Networks}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {5758--5769}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/2d95666e2649fcfc6e3af75e09f5adb9-Abstract.html}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/WangWYL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WangGJLWYL21, author = {Yifei Wang and Zhengyang Geng and Feng Jiang and Chuming Li and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Residual Relaxation for Multi-view Representation Learning}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {12104--12115}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/6516c28727509c3db6280ae16254e916-Abstract.html}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/WangGJLWYL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/XiaoMZWL21, author = {Mingqing Xiao and Qingyan Meng and Zongpeng Zhang and Yisen Wang and Zhouchen Lin}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {14516--14528}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/79a49b3e3762632813f9e35f4ba53d6c-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/XiaoMZWL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/GengZBWL21, author = {Zhengyang Geng and Xin{-}Yu Zhang and Shaojie Bai and Yisen Wang and Zhouchen Lin}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {On Training Implicit Models}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {24247--24260}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/cb8da6767461f2812ae4290eac7cbc42-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/GengZBWL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HeDWTL21, author = {Lingshen He and Yiming Dong and Yisen Wang and Dacheng Tao and Zhouchen Lin}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Gauge Equivariant Transformer}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {27331--27343}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/e57c6b956a6521b28495f2886ca0977a-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/HeDWTL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/WangWYL21, author = {Yifei Wang and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, editor = {Nuria Oliver and Fernando P{\'{e}}rez{-}Cruz and Stefan Kramer and Jesse Read and Jos{\'{e}} Antonio Lozano}, title = {Reparameterized Sampling for Generative Adversarial Networks}, booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {12977}, pages = {494--509}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-86523-8\_30}, doi = {10.1007/978-3-030-86523-8\_30}, timestamp = {Wed, 28 Jun 2023 16:19:42 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/WangWYL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/0008HLZLZ21, author = {Yong Chen and Yuqing Hou and Shu Leng and Qing Zhang and Zhouchen Lin and Dell Zhang}, editor = {Fernando Diaz and Chirag Shah and Torsten Suel and Pablo Castells and Rosie Jones and Tetsuya Sakai}, title = {Long-Tail Hashing}, booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021}, pages = {1328--1338}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3404835.3462888}, doi = {10.1145/3404835.3462888}, timestamp = {Thu, 15 Jul 2021 11:04:31 +0200}, biburl = {https://dblp.org/rec/conf/sigir/0008HLZLZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-11342, author = {Yibo Yang and Shan You and Hongyang Li and Fei Wang and Chen Qian and Zhouchen Lin}, title = {Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search}, journal = {CoRR}, volume = {abs/2101.11342}, year = {2021}, url = {https://arxiv.org/abs/2101.11342}, eprinttype = {arXiv}, eprint = {2101.11342}, timestamp = {Sun, 31 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-11342.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-11517, author = {Risheng Liu and Jiaxin Gao and Jin Zhang and Deyu Meng and Zhouchen Lin}, title = {Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: {A} Survey and Beyond}, journal = {CoRR}, volume = {abs/2101.11517}, year = {2021}, url = {https://arxiv.org/abs/2101.11517}, eprinttype = {arXiv}, eprint = {2101.11517}, timestamp = {Thu, 04 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-11517.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2102-10739, author = {Yifei Wang and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, title = {Dissecting the Diffusion Process in Linear Graph Convolutional Networks}, journal = {CoRR}, volume = {abs/2102.10739}, year = {2021}, url = {https://arxiv.org/abs/2102.10739}, eprinttype = {arXiv}, eprint = {2102.10739}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2102-10739.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-06564, author = {Xiangtai Li and Hao He and Xia Li and Duo Li and Guangliang Cheng and Jianping Shi and Lubin Weng and Yunhai Tong and Zhouchen Lin}, title = {PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation}, journal = {CoRR}, volume = {abs/2103.06564}, year = {2021}, url = {https://arxiv.org/abs/2103.06564}, eprinttype = {arXiv}, eprint = {2103.06564}, timestamp = {Tue, 16 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-06564.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-01429, author = {Huasong Zhong and Jianlong Wu and Chong Chen and Jianqiang Huang and Minghua Deng and Liqiang Nie and Zhouchen Lin and Xian{-}Sheng Hua}, title = {Graph Contrastive Clustering}, journal = {CoRR}, volume = {abs/2104.01429}, year = {2021}, url = {https://arxiv.org/abs/2104.01429}, eprinttype = {arXiv}, eprint = {2104.01429}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-01429.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-02596, author = {Huan Li and Zhouchen Lin}, title = {Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization}, journal = {CoRR}, volume = {abs/2104.02596}, year = {2021}, url = {https://arxiv.org/abs/2104.02596}, eprinttype = {arXiv}, eprint = {2104.02596}, timestamp = {Tue, 13 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-02596.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-03584, author = {Zhengyang Shen and Tiancheng Shen and Zhouchen Lin and Jinwen Ma}, title = {PDO-eS\({}^{\mbox{2}}\)CNNs: Partial Differential Operator Based Equivariant Spherical CNNs}, journal = {CoRR}, volume = {abs/2104.03584}, year = {2021}, url = {https://arxiv.org/abs/2104.03584}, eprinttype = {arXiv}, eprint = {2104.03584}, timestamp = {Tue, 13 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-03584.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-13228, author = {Xingyu Xie and Qiuhao Wang and Zenan Ling and Xia Li and Yisen Wang and Guangcan Liu and Zhouchen Lin}, title = {Optimization Induced Equilibrium Networks}, journal = {CoRR}, volume = {abs/2105.13228}, year = {2021}, url = {https://arxiv.org/abs/2105.13228}, eprinttype = {arXiv}, eprint = {2105.13228}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-13228.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-01986, author = {Hanyuan Hang and Tao Huang and Yuchao Cai and Hanfang Yang and Zhouchen Lin}, title = {Gradient Boosted Binary Histogram Ensemble for Large-scale Regression}, journal = {CoRR}, volume = {abs/2106.01986}, year = {2021}, url = {https://arxiv.org/abs/2106.01986}, eprinttype = {arXiv}, eprint = {2106.01986}, timestamp = {Fri, 11 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-01986.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-05731, author = {Hongwei Wen and Jingyi Cui and Hanyuan Hang and Jiabin Liu and Yisen Wang and Zhouchen Lin}, title = {Leveraged Weighted Loss for Partial Label Learning}, journal = {CoRR}, volume = {abs/2106.05731}, year = {2021}, url = {https://arxiv.org/abs/2106.05731}, eprinttype = {arXiv}, eprint = {2106.05731}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-05731.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-05738, author = {Jingyi Cui and Hanyuan Hang and Yisen Wang and Zhouchen Lin}, title = {{GBHT:} Gradient Boosting Histogram Transform for Density Estimation}, journal = {CoRR}, volume = {abs/2106.05738}, year = {2021}, url = {https://arxiv.org/abs/2106.05738}, eprinttype = {arXiv}, eprint = {2106.05738}, timestamp = {Wed, 16 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-05738.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-09886, author = {Qigong Sun and Xiufang Li and Fanhua Shang and Hongying Liu and Kang Yang and Licheng Jiao and Zhouchen Lin}, title = {Quantized Neural Networks via \{-1, +1\} Encoding Decomposition and Acceleration}, journal = {CoRR}, volume = {abs/2106.09886}, year = {2021}, url = {https://arxiv.org/abs/2106.09886}, eprinttype = {arXiv}, eprint = {2106.09886}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-09886.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-00352, author = {Yifei Wang and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, title = {Reparameterized Sampling for Generative Adversarial Networks}, journal = {CoRR}, volume = {abs/2107.00352}, year = {2021}, url = {https://arxiv.org/abs/2107.00352}, eprinttype = {arXiv}, eprint = {2107.00352}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-00352.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-00531, author = {Hanyuan Hang and Yuchao Cai and Hanfang Yang and Zhouchen Lin}, title = {Under-bagging Nearest Neighbors for Imbalanced Classification}, journal = {CoRR}, volume = {abs/2109.00531}, year = {2021}, url = {https://arxiv.org/abs/2109.00531}, eprinttype = {arXiv}, eprint = {2109.00531}, timestamp = {Wed, 22 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-00531.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-04553, author = {Zhengyang Geng and Meng{-}Hao Guo and Hongxu Chen and Xia Li and Ke Wei and Zhouchen Lin}, title = {Is Attention Better Than Matrix Decomposition?}, journal = {CoRR}, volume = {abs/2109.04553}, year = {2021}, url = {https://arxiv.org/abs/2109.04553}, eprinttype = {arXiv}, eprint = {2109.04553}, timestamp = {Tue, 21 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-04553.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-14247, author = {Mingqing Xiao and Qingyan Meng and Zongpeng Zhang and Yisen Wang and Zhouchen Lin}, title = {Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State}, journal = {CoRR}, volume = {abs/2109.14247}, year = {2021}, url = {https://arxiv.org/abs/2109.14247}, eprinttype = {arXiv}, eprint = {2109.14247}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-14247.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-15348, author = {Yifei Wang and Zhengyang Geng and Feng Jiang and Chuming Li and Yisen Wang and Jiansheng Yang and Zhouchen Lin}, title = {Residual Relaxation for Multi-view Representation Learning}, journal = {CoRR}, volume = {abs/2110.15348}, year = {2021}, url = {https://arxiv.org/abs/2110.15348}, eprinttype = {arXiv}, eprint = {2110.15348}, timestamp = {Fri, 05 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-15348.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-01996, author = {Ke Sun and Mingjie Li and Zhouchen Lin}, title = {Pareto Adversarial Robustness: Balancing Spatial Robustness and Sensitivity-based Robustness}, journal = {CoRR}, volume = {abs/2111.01996}, year = {2021}, url = {https://arxiv.org/abs/2111.01996}, eprinttype = {arXiv}, eprint = {2111.01996}, timestamp = {Fri, 05 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-01996.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-05177, author = {Zhengyang Geng and Xin{-}Yu Zhang and Shaojie Bai and Yisen Wang and Zhouchen Lin}, title = {On Training Implicit Models}, journal = {CoRR}, volume = {abs/2111.05177}, year = {2021}, url = {https://arxiv.org/abs/2111.05177}, eprinttype = {arXiv}, eprint = {2111.05177}, timestamp = {Wed, 10 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-05177.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/sp/LinLF20, author = {Zhouchen Lin and Huan Li and Cong Fang}, title = {Accelerated Optimization for Machine Learning - First-Order Algorithms}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-981-15-2910-8}, doi = {10.1007/978-981-15-2910-8}, isbn = {978-981-15-2909-2}, timestamp = {Tue, 16 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/sp/LinLF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/0007L20, author = {Huan Li and Zhouchen Lin}, title = {On the Complexity Analysis of the Primal Solutions for the Accelerated Randomized Dual Coordinate Ascent}, journal = {J. Mach. Learn. Res.}, volume = {21}, pages = {33:1--33:45}, year = {2020}, url = {http://jmlr.org/papers/v21/18-425.html}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/0007L20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LiL20, author = {Huan Li and Zhouchen Lin}, title = {Provable accelerated gradient method for nonconvex low rank optimization}, journal = {Mach. Learn.}, volume = {109}, number = {1}, pages = {103--134}, year = {2020}, url = {https://doi.org/10.1007/s10994-019-05819-w}, doi = {10.1007/S10994-019-05819-W}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LiL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LuFCLLY20, author = {Canyi Lu and Jiashi Feng and Yudong Chen and Wei Liu and Zhouchen Lin and Shuicheng Yan}, title = {Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {42}, number = {4}, pages = {925--938}, year = {2020}, url = {https://doi.org/10.1109/TPAMI.2019.2891760}, doi = {10.1109/TPAMI.2019.2891760}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LuFCLLY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LiuCHFLL20, author = {Risheng Liu and Shichao Cheng and Yi He and Xin Fan and Zhouchen Lin and Zhongxuan Luo}, title = {On the Convergence of Learning-Based Iterative Methods for Nonconvex Inverse Problems}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {42}, number = {12}, pages = {3027--3039}, year = {2020}, url = {https://doi.org/10.1109/TPAMI.2019.2920591}, doi = {10.1109/TPAMI.2019.2920591}, timestamp = {Thu, 11 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LiuCHFLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/LiFL20, author = {Huan Li and Cong Fang and Zhouchen Lin}, title = {Accelerated First-Order Optimization Algorithms for Machine Learning}, journal = {Proc. {IEEE}}, volume = {108}, number = {11}, pages = {2067--2082}, year = {2020}, url = {https://doi.org/10.1109/JPROC.2020.3007634}, doi = {10.1109/JPROC.2020.3007634}, timestamp = {Thu, 17 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pieee/LiFL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/LiL20, author = {Huan Li and Zhouchen Lin}, title = {Revisiting {EXTRA} for Smooth Distributed Optimization}, journal = {{SIAM} J. Optim.}, volume = {30}, number = {3}, pages = {1795--1821}, year = {2020}, url = {https://doi.org/10.1137/18M122902X}, doi = {10.1137/18M122902X}, timestamp = {Wed, 10 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/siamjo/LiL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/WeiWGNLC20, author = {Yinwei Wei and Xiang Wang and Weili Guan and Liqiang Nie and Zhouchen Lin and Baoquan Chen}, title = {Neural Multimodal Cooperative Learning Toward Micro-Video Understanding}, journal = {{IEEE} Trans. Image Process.}, volume = {29}, pages = {1--14}, year = {2020}, url = {https://doi.org/10.1109/TIP.2019.2923608}, doi = {10.1109/TIP.2019.2923608}, timestamp = {Mon, 31 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/WeiWGNLC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/LiFYL20, author = {Huan Li and Cong Fang and Wotao Yin and Zhouchen Lin}, title = {Decentralized Accelerated Gradient Methods With Increasing Penalty Parameters}, journal = {{IEEE} Trans. Signal Process.}, volume = {68}, pages = {4855--4870}, year = {2020}, url = {https://doi.org/10.1109/TSP.2020.3018317}, doi = {10.1109/TSP.2020.3018317}, timestamp = {Tue, 06 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsp/LiFYL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SunLZ20, author = {Ke Sun and Zhouchen Lin and Zhanxing Zhu}, title = {Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {5892--5899}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6048}, doi = {10.1609/AAAI.V34I04.6048}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SunLZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/WuXNLZ20, author = {Jianlong Wu and Xingyu Xie and Liqiang Nie and Zhouchen Lin and Hongbin Zha}, title = {Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {6388--6395}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6109}, doi = {10.1609/AAAI.V34I04.6109}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/WuXNLZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/YangWLLSL20, author = {Yibo Yang and Jianlong Wu and Hongyang Li and Xia Li and Tiancheng Shen and Zhouchen Lin}, title = {Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {6648--6655}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6141}, doi = {10.1609/AAAI.V34I04.6141}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/YangWLLSL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KaoLWLKH20, author = {Yueying Kao and Weiming Li and Qiang Wang and Zhouchen Lin and Wooshik Kim and Sunghoon Hong}, title = {Synthetic Depth Transfer for Monocular 3D Object Pose Estimation in the Wild}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {11221--11228}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i07.6781}, doi = {10.1609/AAAI.V34I07.6781}, timestamp = {Fri, 08 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KaoLWLKH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/YangLLZWL20, author = {Yibo Yang and Hongyang Li and Xia Li and Qijie Zhao and Jianlong Wu and Zhouchen Lin}, title = {SOGNet: Scene Overlap Graph Network for Panoptic Segmentation}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {12637--12644}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i07.6955}, doi = {10.1609/AAAI.V34I07.6955}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/YangLLZWL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/0005YZSLL20, author = {Xia Li and Yibo Yang and Qijie Zhao and Tiancheng Shen and Zhouchen Lin and Hong Liu}, title = {Spatial Pyramid Based Graph Reasoning for Semantic Segmentation}, booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020}, pages = {8947--8956}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2020}, url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Li\_Spatial\_Pyramid\_Based\_Graph\_Reasoning\_for\_Semantic\_Segmentation\_CVPR\_2020\_paper.html}, doi = {10.1109/CVPR42600.2020.00897}, timestamp = {Tue, 31 Aug 2021 14:00:04 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/0005YZSLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/XiaoZLWHKBLL20, author = {Mingqing Xiao and Shuxin Zheng and Chang Liu and Yaolong Wang and Di He and Guolin Ke and Jiang Bian and Zhouchen Lin and Tie{-}Yan Liu}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {Invertible Image Rescaling}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12346}, pages = {126--144}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58452-8\_8}, doi = {10.1007/978-3-030-58452-8\_8}, timestamp = {Fri, 10 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/XiaoZLWHKBLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/LiLZCSLTT20, author = {Xiangtai Li and Xia Li and Li Zhang and Guangliang Cheng and Jianping Shi and Zhouchen Lin and Shaohua Tan and Yunhai Tong}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {Improving Semantic Segmentation via Decoupled Body and Edge Supervision}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {XVII}}, series = {Lecture Notes in Computer Science}, volume = {12362}, pages = {435--452}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58520-4\_26}, doi = {10.1007/978-3-030-58520-4\_26}, timestamp = {Sat, 18 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/LiLZCSLTT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/CaiHYL20, author = {Yuchao Cai and Hanyuan Hang and Hanfang Yang and Zhouchen Lin}, title = {Boosted Histogram Transform for Regression}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {1251--1261}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/cai20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/CaiHYL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiHL20, author = {Mingjie Li and Lingshen He and Zhouchen Lin}, title = {Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {5874--5883}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/li20e.html}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/LiHL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ShenHLM20, author = {Zhengyang Shen and Lingshen He and Zhouchen Lin and Jinwen Ma}, title = {PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {8697--8706}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/shen20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/ShenHLM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XieKWZLL20, author = {Xingyu Xie and Hao Kong and Jianlong Wu and Wayne Zhang and Guangcan Liu and Zhouchen Lin}, title = {Maximum-and-Concatenation Networks}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {10483--10494}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/xie20b.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/XieKWZLL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/YangLY00L20, author = {Yibo Yang and Hongyang Li and Shan You and Fei Wang and Chen Qian and Zhouchen Lin}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {{ISTA-NAS:} Efficient and Consistent Neural Architecture Search by Sparse Coding}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/76cf99d3614e23eabab16fb27e944bf9-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/YangLY00L20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-10110, author = {Huan Li and Zhouchen Lin}, title = {Revisiting {EXTRA} for Smooth Distributed Optimization}, journal = {CoRR}, volume = {abs/2002.10110}, year = {2020}, url = {https://arxiv.org/abs/2002.10110}, eprinttype = {arXiv}, eprint = {2002.10110}, timestamp = {Tue, 03 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-10110.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-10211, author = {Xia Li and Yibo Yang and Qijie Zhao and Tiancheng Shen and Zhouchen Lin and Hong Liu}, title = {Spatial Pyramid Based Graph Reasoning for Semantic Segmentation}, journal = {CoRR}, volume = {abs/2003.10211}, year = {2020}, url = {https://arxiv.org/abs/2003.10211}, eprinttype = {arXiv}, eprint = {2003.10211}, timestamp = {Thu, 26 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-10211.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@article{DBLP:journals/corr/abs-2006-07841, author = {Bing Yu and Ke Sun and He Wang and Zhouchen Lin and Zhanxing Zhu}, title = {Classify and Generate Reciprocally: Simultaneous Positive-Unlabelled Learning and Conditional Generation with Extra Data}, journal = {CoRR}, volume = {abs/2006.07841}, year = {2020}, url = {https://arxiv.org/abs/2006.07841}, eprinttype = {arXiv}, eprint = {2006.07841}, timestamp = {Thu, 04 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-07841.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@article{DBLP:journals/corr/abs-2007-10035, author = {Xiangtai Li and Xia Li and Li Zhang and Guangliang Cheng and Jianping Shi and Zhouchen Lin and Shaohua Tan and Yunhai Tong}, title = {Improving Semantic Segmentation via Decoupled Body and Edge Supervision}, journal = {CoRR}, volume = {abs/2007.10035}, year = {2020}, url = {https://arxiv.org/abs/2007.10035}, eprinttype = {arXiv}, eprint = {2007.10035}, timestamp = {Sat, 18 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-10035.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-10408, author = {Zhengyang Shen and Lingshen He and Zhouchen Lin and Jinwen Ma}, title = {PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions}, journal = {CoRR}, volume = {abs/2007.10408}, year = {2020}, url = {https://arxiv.org/abs/2007.10408}, eprinttype = {arXiv}, eprint = {2007.10408}, timestamp = {Tue, 28 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-10408.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-04373, author = {Huan Li and Zhouchen Lin and Yongchun Fang}, title = {Optimal Accelerated Variance Reduced {EXTRA} and DIGing for Strongly Convex and Smooth Decentralized Optimization}, journal = {CoRR}, volume = {abs/2009.04373}, year = {2020}, url = {https://arxiv.org/abs/2009.04373}, eprinttype = {arXiv}, eprint = {2009.04373}, timestamp = {Fri, 18 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-04373.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-06176, author = {Yibo Yang and Hongyang Li and Shan You and Fei Wang and Chen Qian and Zhouchen Lin}, title = {{ISTA-NAS:} Efficient and Consistent Neural Architecture Search by Sparse Coding}, journal = {CoRR}, volume = {abs/2010.06176}, year = {2020}, url = {https://arxiv.org/abs/2010.06176}, eprinttype = {arXiv}, eprint = {2010.06176}, timestamp = {Thu, 03 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-06176.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-03308, author = {Xiangtai Li and Xia Li and Ansheng You and Li Zhang and Guangliang Cheng and Kuiyuan Yang and Yunhai Tong and Zhouchen Lin}, title = {Towards Efficient Scene Understanding via Squeeze Reasoning}, journal = {CoRR}, volume = {abs/2011.03308}, year = {2020}, url = {https://arxiv.org/abs/2011.03308}, eprinttype = {arXiv}, eprint = {2011.03308}, timestamp = {Sat, 04 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-03308.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-05435, author = {Risheng Liu and Zhu Liu and Pan Mu and Zhouchen Lin and Xin Fan and Zhongxuan Luo}, title = {Learning Optimization-inspired Image Propagation with Control Mechanisms and Architecture Augmentations for Low-level Vision}, journal = {CoRR}, volume = {abs/2012.05435}, year = {2020}, url = {https://arxiv.org/abs/2012.05435}, eprinttype = {arXiv}, eprint = {2012.05435}, timestamp = {Thu, 11 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-05435.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ffa/JianLF19, author = {Gaopeng Jian and Zhouchen Lin and Rongquan Feng}, title = {Two-weight and three-weight linear codes based on Weil sums}, journal = {Finite Fields Their Appl.}, volume = {57}, pages = {92--107}, year = {2019}, url = {https://doi.org/10.1016/j.ffa.2019.02.001}, doi = {10.1016/J.FFA.2019.02.001}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ffa/JianLF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@article{DBLP:journals/pami/LuFLMY19, author = {Canyi Lu and Jiashi Feng and Zhouchen Lin and Tao Mei and Shuicheng Yan}, title = {Subspace Clustering by Block Diagonal Representation}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {41}, number = {2}, pages = {487--501}, year = {2019}, url = {https://doi.org/10.1109/TPAMI.2018.2794348}, doi = {10.1109/TPAMI.2018.2794348}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LuFLMY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/WangWLY19, author = {Chunyu Wang and Yizhou Wang and Zhouchen Lin and Alan L. Yuille}, title = {Robust 3D Human Pose Estimation from Single Images or Video Sequences}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {41}, number = {5}, pages = {1227--1241}, year = {2019}, url = {https://doi.org/10.1109/TPAMI.2018.2828427}, doi = {10.1109/TPAMI.2018.2828427}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/WangWLY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@inproceedings{DBLP:conf/aaai/0002FL19, author = {Jia Li and Cong Fang and Zhouchen Lin}, title = {Lifted Proximal Operator Machines}, booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI} 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019}, pages = {4181--4188}, publisher = {{AAAI} Press}, year = {2019}, url = {https://doi.org/10.1609/aaai.v33i01.33014181}, doi = {10.1609/AAAI.V33I01.33014181}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/0002FL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@inproceedings{DBLP:conf/cvpr/ZhangLYQZ0L19, author = {Junjian Zhang and Chun{-}Guang Li and Chong You and Xianbiao Qi and Honggang Zhang and Jun Guo and Zhouchen Lin}, title = {Self-Supervised Convolutional Subspace Clustering Network}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2019, Long Beach, CA, USA, June 16-20, 2019}, pages = {5473--5482}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2019}, url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Zhang\_Self-Supervised\_Convolutional\_Subspace\_Clustering\_Network\_CVPR\_2019\_paper.html}, doi = {10.1109/CVPR.2019.00562}, timestamp = {Mon, 30 Aug 2021 17:01:14 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/ZhangLYQZ0L19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/WuLWQLLZ19, author = {Jianlong Wu and Keyu Long and Fei Wang and Chen Qian and Cheng Li and Zhouchen Lin and Hongbin Zha}, title = {Deep Comprehensive Correlation Mining for Image Clustering}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2019, Seoul, Korea (South), October 27 - November 2, 2019}, pages = {8149--8158}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCV.2019.00824}, doi = {10.1109/ICCV.2019.00824}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/WuLWQLLZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/0005ZWYLL19, author = {Xia Li and Zhisheng Zhong and Jianlong Wu and Yibo Yang and Zhouchen Lin and Hong Liu}, title = {Expectation-Maximization Attention Networks for Semantic Segmentation}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2019, Seoul, Korea (South), October 27 - November 2, 2019}, pages = {9166--9175}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCV.2019.00926}, doi = {10.1109/ICCV.2019.00926}, timestamp = {Mon, 30 Mar 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccv/0005ZWYLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/XieWLZL19, author = {Xingyu Xie and Jianlong Wu and Guangcan Liu and Zhisheng Zhong and Zhouchen Lin}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Differentiable Linearized {ADMM}}, booktitle = {Proceedings of the 36th International Conference on Machine Learning, {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {97}, pages = {6902--6911}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/xie19c.html}, timestamp = {Tue, 11 Jun 2019 15:37:38 +0200}, biburl = {https://dblp.org/rec/conf/icml/XieWLZL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/Shen0ZWL19, author = {Tiancheng Shen and Xia Li and Zhisheng Zhong and Jianlong Wu and Zhouchen Lin}, editor = {Dinggang Shen and Tianming Liu and Terry M. Peters and Lawrence H. Staib and Caroline Essert and Sean Zhou and Pew{-}Thian Yap and Ali R. Khan}, title = {R {\^{}}2 2 -Net: Recurrent and Recursive Network for Sparse-View {CT} Artifacts Removal}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2019 - 22nd International Conference, Shenzhen, China, October 13-17, 2019, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {11769}, pages = {319--327}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-32226-7\_36}, doi = {10.1007/978-3-030-32226-7\_36}, timestamp = {Mon, 19 Feb 2024 14:24:13 +0100}, biburl = {https://dblp.org/rec/conf/miccai/Shen0ZWL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prcv/SunLGZ19, author = {Ke Sun and Zhouchen Lin and Hantao Guo and Zhanxing Zhu}, editor = {Zhouchen Lin and Liang Wang and Jian Yang and Guangming Shi and Tieniu Tan and Nanning Zheng and Xilin Chen and Yanning Zhang}, title = {Virtual Adversarial Training on Graph Convolutional Networks in Node Classification}, booktitle = {Pattern Recognition and Computer Vision - Second Chinese Conference, {PRCV} 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11857}, pages = {431--443}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-31654-9\_37}, doi = {10.1007/978-3-030-31654-9\_37}, timestamp = {Fri, 03 Dec 2021 12:20:53 +0100}, biburl = {https://dblp.org/rec/conf/prcv/SunLGZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/prcv/HeXL19, author = {Lingshen He and Xingyu Xie and Zhouchen Lin}, editor = {Zhouchen Lin and Liang Wang and Jian Yang and Guangming Shi and Tieniu Tan and Nanning Zheng and Xilin Chen and Yanning Zhang}, title = {Neural Ordinary Differential Equations with Envolutionary Weights}, booktitle = {Pattern Recognition and Computer Vision - Second Chinese Conference, {PRCV} 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11857}, pages = {598--610}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-31654-9\_51}, doi = {10.1007/978-3-030-31654-9\_51}, timestamp = {Mon, 04 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/prcv/HeXL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/prcv/2019-1, editor = {Zhouchen Lin and Liang Wang and Jian Yang and Guangming Shi and Tieniu Tan and Nanning Zheng and Xilin Chen and Yanning Zhang}, title = {Pattern Recognition and Computer Vision - Second Chinese Conference, {PRCV} 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11857}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-31654-9}, doi = {10.1007/978-3-030-31654-9}, isbn = {978-3-030-31653-2}, timestamp = {Fri, 03 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/prcv/2019-1.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/prcv/2019-2, editor = {Zhouchen Lin and Liang Wang and Jian Yang and Guangming Shi and Tieniu Tan and Nanning Zheng and Xilin Chen and Yanning Zhang}, title = {Pattern Recognition and Computer Vision - Second Chinese Conference, {PRCV} 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {11858}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-31723-2}, doi = {10.1007/978-3-030-31723-2}, isbn = {978-3-030-31722-5}, timestamp = {Fri, 03 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/prcv/2019-2.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/prcv/2019-3, editor = {Zhouchen Lin and Liang Wang and Jian Yang and Guangming Shi and Tieniu Tan and Nanning Zheng and Xilin Chen and Yanning Zhang}, title = {Pattern Recognition and Computer Vision - Second Chinese Conference, {PRCV} 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {11859}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-31726-3}, doi = {10.1007/978-3-030-31726-3}, isbn = {978-3-030-31725-6}, timestamp = {Fri, 03 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/prcv/2019-3.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-00247, author = {Cong Fang and Zhouchen Lin and Tong Zhang}, title = {Sharp Analysis for Nonconvex {SGD} Escaping from Saddle Points}, journal = {CoRR}, volume = {abs/1902.00247}, year = {2019}, url = {http://arxiv.org/abs/1902.00247}, eprinttype = {arXiv}, eprint = {1902.00247}, timestamp = {Wed, 09 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-00247.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-11019, author = {Ke Sun and Zhanxing Zhu and Zhouchen Lin}, title = {Towards Understanding Adversarial Examples Systematically: Exploring Data Size, Task and Model Factors}, journal = {CoRR}, volume = {abs/1902.11019}, year = {2019}, url = {http://arxiv.org/abs/1902.11019}, eprinttype = {arXiv}, eprint = {1902.11019}, timestamp = {Thu, 04 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-11019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-11029, author = {Ke Sun and Zhanxing Zhu and Zhouchen Lin}, title = {Enhancing the Robustness of Deep Neural Networks by Boundary Conditional {GAN}}, journal = {CoRR}, volume = {abs/1902.11029}, year = {2019}, url = {http://arxiv.org/abs/1902.11029}, eprinttype = {arXiv}, eprint = {1902.11029}, timestamp = {Thu, 04 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-11029.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-11038, author = {Ke Sun and Zhanxing Zhu and Zhouchen Lin}, title = {Multi-Stage Self-Supervised Learning for Graph Convolutional Networks}, journal = {CoRR}, volume = {abs/1902.11038}, year = {2019}, url = {http://arxiv.org/abs/1902.11038}, eprinttype = {arXiv}, eprint = {1902.11038}, timestamp = {Thu, 04 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-11038.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-11045, author = {Ke Sun and Hantao Guo and Zhanxing Zhu and Zhouchen Lin}, title = {Virtual Adversarial Training on Graph Convolutional Networks in Node Classification}, journal = {CoRR}, volume = {abs/1902.11045}, year = {2019}, url = {http://arxiv.org/abs/1902.11045}, eprinttype = {arXiv}, eprint = {1902.11045}, timestamp = {Thu, 04 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-11045.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1904-06925, author = {Jianlong Wu and Keyu Long and Fei Wang and Chen Qian and Cheng Li and Zhouchen Lin and Hongbin Zha}, title = {Deep Comprehensive Correlation Mining for Image Clustering}, journal = {CoRR}, volume = {abs/1904.06925}, year = {2019}, url = {http://arxiv.org/abs/1904.06925}, eprinttype = {arXiv}, eprint = {1904.06925}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1904-06925.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-00149, author = {Junjian Zhang and Chun{-}Guang Li and Chong You and Xianbiao Qi and Honggang Zhang and Jun Guo and Zhouchen Lin}, title = {Self-Supervised Convolutional Subspace Clustering Network}, journal = {CoRR}, volume = {abs/1905.00149}, year = {2019}, url = {http://arxiv.org/abs/1905.00149}, eprinttype = {arXiv}, eprint = {1905.00149}, timestamp = {Thu, 19 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-00149.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@article{DBLP:journals/corr/abs-1906-07671, author = {Zhisheng Zhong and Fangyin Wei and Zhouchen Lin and Chao Zhang}, title = {ADA-Tucker: Compressing Deep Neural Networks via Adaptive Dimension Adjustment Tucker Decomposition}, journal = {CoRR}, volume = {abs/1906.07671}, year = {2019}, url = {http://arxiv.org/abs/1906.07671}, eprinttype = {arXiv}, eprint = {1906.07671}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-07671.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-13426, author = {Xia Li and Zhisheng Zhong and Jianlong Wu and Yibo Yang and Zhouchen Lin and Hong Liu}, title = {Expectation-Maximization Attention Networks for Semantic Segmentation}, journal = {CoRR}, volume = {abs/1907.13426}, year = {2019}, url = {http://arxiv.org/abs/1907.13426}, eprinttype = {arXiv}, eprint = {1907.13426}, timestamp = {Thu, 26 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-13426.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-05081, author = {Ke Sun and Zhouchen Lin and Zhanxing Zhu}, title = {AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models}, journal = {CoRR}, volume = {abs/1908.05081}, year = {2019}, url = {http://arxiv.org/abs/1908.05081}, eprinttype = {arXiv}, eprint = {1908.05081}, timestamp = {Thu, 04 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-05081.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-12016, author = {Hao Kong and Zhouchen Lin}, title = {Tensor Q-Rank: {A} New Data Dependent Tensor Rank}, journal = {CoRR}, volume = {abs/1910.12016}, year = {2019}, url = {http://arxiv.org/abs/1910.12016}, eprinttype = {arXiv}, eprint = {1910.12016}, timestamp = {Thu, 31 Oct 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-12016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-07527, author = {Yibo Yang and Hongyang Li and Xia Li and Qijie Zhao and Jianlong Wu and Zhouchen Lin}, title = {SOGNet: Scene Overlap Graph Network for Panoptic Segmentation}, journal = {CoRR}, volume = {abs/1911.07527}, year = {2019}, url = {http://arxiv.org/abs/1911.07527}, eprinttype = {arXiv}, eprint = {1911.07527}, timestamp = {Mon, 02 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-07527.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-09307, author = {Ke Sun and Bing Yu and Zhouchen Lin and Zhanxing Zhu}, title = {Patch-level Neighborhood Interpolation: {A} General and Effective Graph-based Regularization Strategy}, journal = {CoRR}, volume = {abs/1911.09307}, year = {2019}, url = {http://arxiv.org/abs/1911.09307}, eprinttype = {arXiv}, eprint = {1911.09307}, timestamp = {Thu, 04 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-09307.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-10305, author = {Yibo Yang and Jianlong Wu and Hongyang Li and Xia Li and Tiancheng Shen and Zhouchen Lin}, title = {Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families}, journal = {CoRR}, volume = {abs/1911.10305}, year = {2019}, url = {http://arxiv.org/abs/1911.10305}, eprinttype = {arXiv}, eprint = {1911.10305}, timestamp = {Tue, 03 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-10305.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-04738, author = {Hanyuan Hang and Zhouchen Lin and Xiaoyu Liu and Hongwei Wen}, title = {Histogram Transform Ensembles for Large-scale Regression}, journal = {CoRR}, volume = {abs/1912.04738}, year = {2019}, url = {http://arxiv.org/abs/1912.04738}, eprinttype = {arXiv}, eprint = {1912.04738}, timestamp = {Tue, 07 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-04738.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@article{DBLP:journals/jei/BaiLL18, author = {Chen{-}Yan Bai and Jia Li and Zhouchen Lin}, title = {Demosaicking based on channel-correlation adaptive dictionary learning}, journal = {J. Electronic Imaging}, volume = {27}, number = {04}, pages = {043047}, year = {2018}, url = {https://doi.org/10.1117/1.JEI.27.4.043047}, doi = {10.1117/1.JEI.27.4.043047}, timestamp = {Wed, 05 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jei/BaiLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jstsp/BouwmansVRVL18, author = {Thierry Bouwmans and Namrata Vaswani and Paul Rodr{\'{\i}}guez and Ren{\'{e}} Vidal and Zhouchen Lin}, title = {Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications}, journal = {{IEEE} J. Sel. Top. Signal Process.}, volume = {12}, number = {6}, pages = {1127--1130}, year = {2018}, url = {https://doi.org/10.1109/JSTSP.2018.2879245}, doi = {10.1109/JSTSP.2018.2879245}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jstsp/BouwmansVRVL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jstsp/KongXL18, author = {Hao Kong and Xingyu Xie and Zhouchen Lin}, title = {t-Schatten-p Norm for Low-Rank Tensor Recovery}, journal = {{IEEE} J. Sel. Top. Signal Process.}, volume = {12}, number = {6}, pages = {1405--1419}, year = {2018}, url = {https://doi.org/10.1109/JSTSP.2018.2879185}, doi = {10.1109/JSTSP.2018.2879185}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jstsp/KongXL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LinXZ18, author = {Zhouchen Lin and Chen Xu and Hongbin Zha}, title = {Robust Matrix Factorization by Majorization Minimization}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {40}, number = {1}, pages = {208--220}, year = {2018}, url = {https://doi.org/10.1109/TPAMI.2017.2651816}, doi = {10.1109/TPAMI.2017.2651816}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LinXZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LuFYL18, author = {Canyi Lu and Jiashi Feng and Shuicheng Yan and Zhouchen Lin}, title = {A Unified Alternating Direction Method of Multipliers by Majorization Minimization}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {40}, number = {3}, pages = {527--541}, year = {2018}, url = {https://doi.org/10.1109/TPAMI.2017.2689021}, doi = {10.1109/TPAMI.2017.2689021}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LuFYL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/ShangCLLL18, author = {Fanhua Shang and James Cheng and Yuanyuan Liu and Zhi{-}Quan Luo and Zhouchen Lin}, title = {Bilinear Factor Matrix Norm Minimization for Robust {PCA:} Algorithms and Applications}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {40}, number = {9}, pages = {2066--2080}, year = {2018}, url = {https://doi.org/10.1109/TPAMI.2017.2748590}, doi = {10.1109/TPAMI.2017.2748590}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/ShangCLLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@article{DBLP:journals/sigpro/LuLL18, author = {Canyi Lu and Huan Li and Zhouchen Lin}, title = {Optimized projections for compressed sensing via direct mutual coherence minimization}, journal = {Signal Process.}, volume = {151}, pages = {45--55}, year = {2018}, url = {https://doi.org/10.1016/j.sigpro.2018.04.020}, doi = {10.1016/J.SIGPRO.2018.04.020}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sigpro/LuLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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@article{DBLP:journals/tip/ZhouLLZ18, author = {Pan Zhou and Canyi Lu and Zhouchen Lin and Chao Zhang}, title = {Tensor Factorization for Low-Rank Tensor Completion}, journal = {{IEEE} Trans. Image Process.}, volume = {27}, number = {3}, pages = {1152--1163}, year = {2018}, url = {https://doi.org/10.1109/TIP.2017.2762595}, doi = {10.1109/TIP.2017.2762595}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/ZhouLLZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ZhangSMLZWG18, author = {Xiang Zhang and Jiarui Sun and Siwei Ma and Zhouchen Lin and Jian Zhang and Shiqi Wang and Wen Gao}, title = {Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding}, journal = {{IEEE} Trans. Image Process.}, volume = {27}, number = {8}, pages = {3753--3765}, year = {2018}, url = {https://doi.org/10.1109/TIP.2018.2823546}, doi = {10.1109/TIP.2018.2823546}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/ZhangSMLZWG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/GuoL18, author = {Xiaojie Guo and Zhouchen Lin}, title = {Low-Rank Matrix Recovery Via Robust Outlier Estimation}, journal = {{IEEE} Trans. Image Process.}, volume = {27}, number = {11}, pages = {5316--5327}, year = {2018}, url = {https://doi.org/10.1109/TIP.2018.2855421}, doi = {10.1109/TIP.2018.2855421}, timestamp = {Mon, 15 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tip/GuoL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LuFLY18, author = {Canyi Lu and Jiashi Feng and Zhouchen Lin and Shuicheng Yan}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {3714--3721}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11658}, doi = {10.1609/AAAI.V32I1.11658}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LuFLY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acml/0007L18, author = {Huan Li and Zhouchen Lin}, editor = {Jun Zhu and Ichiro Takeuchi}, title = {Construction of Incoherent Dictionaries via Direct Babel Function Minimization}, booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML} 2018, Beijing, China, November 14-16, 2018}, series = {Proceedings of Machine Learning Research}, volume = {95}, pages = {598--613}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v95/li18e.html}, timestamp = {Wed, 03 Apr 2019 18:17:25 +0200}, biburl = {https://dblp.org/rec/conf/acml/0007L18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acml/0007YCL18, author = {Huan Li and Yibo Yang and Dongmin Chen and Zhouchen Lin}, editor = {Jun Zhu and Ichiro Takeuchi}, title = {Optimization Algorithm Inspired Deep Neural Network Structure Design}, booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML} 2018, Beijing, China, November 14-16, 2018}, series = {Proceedings of Machine Learning Research}, volume = {95}, pages = {614--629}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v95/li18f.html}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acml/0007YCL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/WuLZ18, author = {Jianlong Wu and Zhouchen Lin and Hongbin Zha}, editor = {Alfredo Cuzzocrea and James Allan and Norman W. Paton and Divesh Srivastava and Rakesh Agrawal and Andrei Z. Broder and Mohammed J. Zaki and K. Sel{\c{c}}uk Candan and Alexandros Labrinidis and Assaf Schuster and Haixun Wang}, title = {Joint Dictionary Learning and Semantic Constrained Latent Subspace Projection for Cross-Modal Retrieval}, booktitle = {Proceedings of the 27th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26, 2018}, pages = {1663--1666}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3269206.3269296}, doi = {10.1145/3269206.3269296}, timestamp = {Wed, 21 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/WuLZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/YangZSL18, author = {Yibo Yang and Zhisheng Zhong and Tiancheng Shen and Zhouchen Lin}, title = {Convolutional Neural Networks With Alternately Updated Clique}, booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018}, pages = {2413--2422}, publisher = {Computer Vision Foundation / {IEEE} Computer Society}, year = {2018}, url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Yang\_Convolutional\_Neural\_Networks\_CVPR\_2018\_paper.html}, doi = {10.1109/CVPR.2018.00256}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/YangZSL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/LiWLLZ18, author = {Xia Li and Jianlong Wu and Zhouchen Lin and Hong Liu and Hongbin Zha}, editor = {Vittorio Ferrari and Martial Hebert and Cristian Sminchisescu and Yair Weiss}, title = {Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining}, booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part {VII}}, series = {Lecture Notes in Computer Science}, volume = {11211}, pages = {262--277}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-01234-2\_16}, doi = {10.1007/978-3-030-01234-2\_16}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/eccv/LiWLLZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/XuYLOCWZ18, author = {Chen Xu and Jianqiang Yao and Zhouchen Lin and Wenwu Ou and Yuanbin Cao and Zhirong Wang and Hongbin Zha}, title = {Alternating Multi-bit Quantization for Recurrent Neural Networks}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=S19dR9x0b}, timestamp = {Thu, 25 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/XuYLOCWZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/LuFLY18, author = {Canyi Lu and Jiashi Feng and Zhouchen Lin and Shuicheng Yan}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {2504--2510}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/347}, doi = {10.24963/IJCAI.2018/347}, timestamp = {Tue, 20 Aug 2019 16:19:08 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/LuFLY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhongSYLZ18, author = {Zhisheng Zhong and Tiancheng Shen and Yibo Yang and Zhouchen Lin and Chao Zhang}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {165--175}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/5f93f983524def3dca464469d2cf9f3e-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZhongSYLZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FangLLZ18, author = {Cong Fang and Chris Junchi Li and Zhouchen Lin and Tong Zhang}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {{SPIDER:} Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator}, booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montr{\'{e}}al, Canada}, pages = {687--697}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/1543843a4723ed2ab08e18053ae6dc5b-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/FangLLZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-00150, author = {Chen Xu and Jianqiang Yao and Zhouchen Lin and Wenwu Ou and Yuanbin Cao and Zhirong Wang and Hongbin Zha}, title = {Alternating Multi-bit Quantization for Recurrent Neural Networks}, journal = {CoRR}, volume = {abs/1802.00150}, year = {2018}, url = {http://arxiv.org/abs/1802.00150}, eprinttype = {arXiv}, eprint = {1802.00150}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-00150.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-09747, author = {Cong Fang and Yameng Huang and Zhouchen Lin}, title = {Accelerating Asynchronous Algorithms for Convex Optimization by Momentum Compensation}, journal = {CoRR}, volume = {abs/1802.09747}, year = {2018}, url = {http://arxiv.org/abs/1802.09747}, eprinttype = {arXiv}, eprint = {1802.09747}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-09747.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-10419, author = {Yibo Yang and Zhisheng Zhong and Tiancheng Shen and Zhouchen Lin}, title = {Convolutional Neural Networks with Alternately Updated Clique}, journal = {CoRR}, volume = {abs/1802.10419}, year = {2018}, url = {http://arxiv.org/abs/1802.10419}, eprinttype = {arXiv}, eprint = {1802.10419}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-10419.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1804-03728, author = {Canyi Lu and Jiashi Feng and Yudong Chen and Wei Liu and Zhouchen Lin and Shuicheng Yan}, title = {Tensor Robust Principal Component Analysis with {A} New Tensor Nuclear Norm}, journal = {CoRR}, volume = {abs/1804.03728}, year = {2018}, url = {http://arxiv.org/abs/1804.03728}, eprinttype = {arXiv}, eprint = {1804.03728}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1804-03728.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-09243, author = {Canyi Lu and Jiashi Feng and Zhouchen Lin and Tao Mei and Shuicheng Yan}, title = {Subspace Clustering by Block Diagonal Representation}, journal = {CoRR}, volume = {abs/1805.09243}, year = {2018}, url = {http://arxiv.org/abs/1805.09243}, eprinttype = {arXiv}, eprint = {1805.09243}, timestamp = {Mon, 18 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-09243.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-02511, author = {Canyi Lu and Jiashi Feng and Zhouchen Lin and Shuicheng Yan}, title = {Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements}, journal = {CoRR}, volume = {abs/1806.02511}, year = {2018}, url = {http://arxiv.org/abs/1806.02511}, eprinttype = {arXiv}, eprint = {1806.02511}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-02511.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-01695, author = {Cong Fang and Chris Junchi Li and Zhouchen Lin and Tong Zhang}, title = {{SPIDER:} Near-Optimal Non-Convex Optimization via Stochastic Path Integrated Differential Estimator}, journal = {CoRR}, volume = {abs/1807.01695}, year = {2018}, url = {http://arxiv.org/abs/1807.01695}, eprinttype = {arXiv}, eprint = {1807.01695}, timestamp = {Wed, 09 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-01695.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-03602, author = {Jianlong Wu and Zhouchen Lin and Hongbin Zha}, title = {Essential Tensor Learning for Multi-view Spectral Clustering}, journal = {CoRR}, volume = {abs/1807.03602}, year = {2018}, url = {http://arxiv.org/abs/1807.03602}, eprinttype = {arXiv}, eprint = {1807.03602}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-03602.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-05698, author = {Xia Li and Jianlong Wu and Zhouchen Lin and Hong Liu and Hongbin Zha}, title = {Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining}, journal = {CoRR}, volume = {abs/1807.05698}, year = {2018}, url = {http://arxiv.org/abs/1807.05698}, eprinttype = {arXiv}, eprint = {1807.05698}, timestamp = {Thu, 15 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-05698.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1808-05331, author = {Risheng Liu and Shichao Cheng and Yi He and Xin Fan and Zhouchen Lin and Zhongxuan Luo}, title = {On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems}, journal = {CoRR}, volume = {abs/1808.05331}, year = {2018}, url = {http://arxiv.org/abs/1808.05331}, eprinttype = {arXiv}, eprint = {1808.05331}, timestamp = {Thu, 11 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1808-05331.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-04508, author = {Zhisheng Zhong and Tiancheng Shen and Yibo Yang and Zhouchen Lin and Chao Zhang}, title = {Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution}, journal = {CoRR}, volume = {abs/1809.04508}, year = {2018}, url = {http://arxiv.org/abs/1809.04508}, eprinttype = {arXiv}, eprint = {1809.04508}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-04508.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-01638, author = {Huan Li and Yibo Yang and Dongmin Chen and Zhouchen Lin}, title = {Optimization Algorithm Inspired Deep Neural Network Structure Design}, journal = {CoRR}, volume = {abs/1810.01638}, year = {2018}, url = {http://arxiv.org/abs/1810.01638}, eprinttype = {arXiv}, eprint = {1810.01638}, timestamp = {Wed, 31 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-01638.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-05186, author = {Fanhua Shang and James Cheng and Yuanyuan Liu and Zhi{-}Quan Luo and Zhouchen Lin}, title = {Bilinear Factor Matrix Norm Minimization for Robust {PCA:} Algorithms and Applications}, journal = {CoRR}, volume = {abs/1810.05186}, year = {2018}, url = {http://arxiv.org/abs/1810.05186}, eprinttype = {arXiv}, eprint = {1810.05186}, timestamp = {Fri, 11 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-05186.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-01501, author = {Jia Li and Cong Fang and Zhouchen Lin}, title = {Lifted Proximal Operator Machines}, journal = {CoRR}, volume = {abs/1811.01501}, year = {2018}, url = {http://arxiv.org/abs/1811.01501}, eprinttype = {arXiv}, eprint = {1811.01501}, timestamp = {Thu, 22 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-01501.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/ChenCLSW17, author = {Yisong Chen and Antoni B. Chan and Zhouchen Lin and Kenji Suzuki and Guoping Wang}, title = {Efficient tree-structured SfM by {RANSAC} generalized Procrustes analysis}, journal = {Comput. Vis. Image Underst.}, volume = {157}, pages = {179--189}, year = {2017}, url = {https://doi.org/10.1016/j.cviu.2017.02.005}, doi = {10.1016/J.CVIU.2017.02.005}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cviu/ChenCLSW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/WuLZZ17, author = {Jianlong Wu and Zhouchen Lin and Wenming Zheng and Hongbin Zha}, title = {Locality-constrained linear coding based bi-layer model for multi-view facial expression recognition}, journal = {Neurocomputing}, volume = {239}, pages = {143--152}, year = {2017}, url = {https://doi.org/10.1016/j.neucom.2017.02.012}, doi = {10.1016/J.NEUCOM.2017.02.012}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/WuLZZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/FangZZL17, author = {Cong Fang and Zhenyu Zhao and Pan Zhou and Zhouchen Lin}, title = {Feature learning via partial differential equation with applications to face recognition}, journal = {Pattern Recognit.}, volume = {69}, pages = {14--25}, year = {2017}, url = {https://doi.org/10.1016/j.patcog.2017.03.034}, doi = {10.1016/J.PATCOG.2017.03.034}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/FangZZL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/LinLZ17, author = {Yang Lin and Zhouchen Lin and Hongbin Zha}, title = {The Shape Interaction Matrix-Based Affine Invariant Mismatch Removal for Partial-Duplicate Image Search}, journal = {{IEEE} Trans. Image Process.}, volume = {26}, number = {2}, pages = {561--573}, year = {2017}, url = {https://doi.org/10.1109/TIP.2016.2629452}, doi = {10.1109/TIP.2016.2629452}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/LinLZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/LiBLY17, author = {Jia Li and Chen{-}Yan Bai and Zhouchen Lin and Jian Yu}, title = {Automatic Design of High-Sensitivity Color Filter Arrays With Panchromatic Pixels}, journal = {{IEEE} Trans. Image Process.}, volume = {26}, number = {2}, pages = {870--883}, year = {2017}, url = {https://doi.org/10.1109/TIP.2016.2633869}, doi = {10.1109/TIP.2016.2633869}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/LiBLY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ZhouZL17, author = {Pan Zhou and Chao Zhang and Zhouchen Lin}, title = {Bilevel Model-Based Discriminative Dictionary Learning for Recognition}, journal = {{IEEE} Trans. Image Process.}, volume = {26}, number = {3}, pages = {1173--1187}, year = {2017}, url = {https://doi.org/10.1109/TIP.2016.2623487}, doi = {10.1109/TIP.2016.2623487}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/ZhouZL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/LiBLY17a, author = {Jia Li and Chen{-}Yan Bai and Zhouchen Lin and Jian Yu}, title = {Optimized Color Filter Arrays for Sparse Representation-Based Demosaicking}, journal = {{IEEE} Trans. Image Process.}, volume = {26}, number = {5}, pages = {2381--2393}, year = {2017}, url = {https://doi.org/10.1109/TIP.2017.2679440}, doi = {10.1109/TIP.2017.2679440}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/LiBLY17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ZhuangZGYLM17, author = {Liansheng Zhuang and Zihan Zhou and Shenghua Gao and Jingwen Yin and Zhouchen Lin and Yi Ma}, title = {Label Information Guided Graph Construction for Semi-Supervised Learning}, journal = {{IEEE} Trans. Image Process.}, volume = {26}, number = {9}, pages = {4182--4192}, year = {2017}, url = {https://doi.org/10.1109/TIP.2017.2703120}, doi = {10.1109/TIP.2017.2703120}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/ZhuangZGYLM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/FangL17, author = {Cong Fang and Zhouchen Lin}, editor = {Satinder Singh and Shaul Markovitch}, title = {Parallel Asynchronous Stochastic Variance Reduction for Nonconvex Optimization}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {794--800}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10651}, doi = {10.1609/AAAI.V31I1.10651}, timestamp = {Mon, 04 Sep 2023 14:40:32 +0200}, biburl = {https://dblp.org/rec/conf/aaai/FangL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/XuLZ17, author = {Chen Xu and Zhouchen Lin and Hongbin Zha}, editor = {Satinder Singh and Shaul Markovitch}, title = {A Unified Convex Surrogate for the Schatten-\emph{p} Norm}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {926--932}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10646}, doi = {10.1609/AAAI.V31I1.10646}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/XuLZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangYLX17, author = {Hongyang Zhang and Shan You and Zhouchen Lin and Chao Xu}, editor = {Satinder Singh and Shaul Markovitch}, title = {Fast Compressive Phase Retrieval under Bounded Noise}, booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, {USA}}, pages = {2884--2890}, publisher = {{AAAI} Press}, year = {2017}, url = {https://doi.org/10.1609/aaai.v31i1.10876}, doi = {10.1609/AAAI.V31I1.10876}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangYLX17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dcc/ZhangMLZW017, author = {Xiang Zhang and Siwei Ma and Zhouchen Lin and Jian Zhang and Shiqi Wang and Wen Gao}, editor = {Ali Bilgin and Michael W. Marcellin and Joan Serra{-}Sagrist{\`{a}} and James A. Storer}, title = {Globally Variance-Constrained Sparse Representation for Rate-Distortion Optimized Image Representation}, booktitle = {2017 Data Compression Conference, {DCC} 2017, Snowbird, UT, USA, April 4-7, 2017}, pages = {380--389}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/DCC.2017.63}, doi = {10.1109/DCC.2017.63}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dcc/ZhangMLZW017.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GuoL17, author = {Xiaojie Guo and Zhouchen Lin}, editor = {Carles Sierra}, title = {{ROUTE:} Robust Outlier Estimation for Low Rank Matrix Recovery}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {1746--1752}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/242}, doi = {10.24963/IJCAI.2017/242}, timestamp = {Tue, 20 Aug 2019 16:16:54 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GuoL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/LinYLLZ17, author = {Yang Lin and Li Yang and Zhouchen Lin and Tong Lin and Hongbin Zha}, title = {Factorization for projective and metric reconstruction via truncated nuclear norm}, booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017, Anchorage, AK, USA, May 14-19, 2017}, pages = {470--477}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/IJCNN.2017.7965891}, doi = {10.1109/IJCNN.2017.7965891}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/LinYLLZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/FangCL17, author = {Cong Fang and Feng Cheng and Zhouchen Lin}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Faster and Non-ergodic {O(1/K)} Stochastic Alternating Direction Method of Multipliers}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {4476--4485}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/7e3b7a5bafcb0fa8e8dfe3ea6aca9186-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/FangCL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/WuLZ17, author = {Jianlong Wu and Zhouchen Lin and Hongbin Zha}, editor = {Noriko Kando and Tetsuya Sakai and Hideo Joho and Hang Li and Arjen P. de Vries and Ryen W. White}, title = {Joint Latent Subspace Learning and Regression for Cross-Modal Retrieval}, booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017}, pages = {917--920}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3077136.3080678}, doi = {10.1145/3077136.3080678}, timestamp = {Tue, 06 Nov 2018 11:07:22 +0100}, biburl = {https://dblp.org/rec/conf/sigir/WuLZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-04181, author = {Canyi Lu and Jiashi Feng and Yudong Chen and Wei Liu and Zhouchen Lin and Shuicheng Yan}, title = {Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization}, journal = {CoRR}, volume = {abs/1708.04181}, year = {2017}, url = {http://arxiv.org/abs/1708.04181}, eprinttype = {arXiv}, eprint = {1708.04181}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-04181.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-02979, author = {Canyi Lu and Jiashi Feng and Zhouchen Lin and Shuicheng Yan}, title = {Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis}, journal = {CoRR}, volume = {abs/1712.02979}, year = {2017}, url = {http://arxiv.org/abs/1712.02979}, eprinttype = {arXiv}, eprint = {1712.02979}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-02979.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhuangWLYMY16, author = {Liansheng Zhuang and Jingjing Wang and Zhouchen Lin and Allen Y. Yang and Yi Ma and Nenghai Yu}, title = {Locality-preserving low-rank representation for graph construction from nonlinear manifolds}, journal = {Neurocomputing}, volume = {175}, pages = {715--722}, year = {2016}, url = {https://doi.org/10.1016/j.neucom.2015.10.119}, doi = {10.1016/J.NEUCOM.2015.10.119}, timestamp = {Wed, 13 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/ZhuangWLYMY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhaoLW16, author = {Zhenyu Zhao and Zhouchen Lin and Yi Wu}, title = {A fast alternating time-splitting approach for learning partial differential equations}, journal = {Neurocomputing}, volume = {185}, pages = {171--182}, year = {2016}, url = {https://doi.org/10.1016/j.neucom.2015.10.126}, doi = {10.1016/J.NEUCOM.2015.10.126}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ZhaoLW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jei/LiBLY16, author = {Jia Li and Chen{-}Yan Bai and Zhouchen Lin and Jian Yu}, title = {Penrose high-dynamic-range imaging}, journal = {J. Electronic Imaging}, volume = {25}, number = {3}, pages = {033024}, year = {2016}, url = {https://doi.org/10.1117/1.JEI.25.3.033024}, doi = {10.1117/1.JEI.25.3.033024}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jei/LiBLY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/YinGL16, author = {Ming Yin and Junbin Gao and Zhouchen Lin}, title = {Laplacian Regularized Low-Rank Representation and Its Applications}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {38}, number = {3}, pages = {504--517}, year = {2016}, url = {https://doi.org/10.1109/TPAMI.2015.2462360}, doi = {10.1109/TPAMI.2015.2462360}, timestamp = {Tue, 19 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/YinGL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LinH16, author = {Zhouchen Lin and Yameng Huang}, title = {Fast Multidimensional Ellipsoid-Specific Fitting by Alternating Direction Method of Multipliers}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {38}, number = {5}, pages = {1021--1026}, year = {2016}, url = {https://doi.org/10.1109/TPAMI.2015.2469283}, doi = {10.1109/TPAMI.2015.2469283}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LinH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LiuZCLSL16, author = {Risheng Liu and Guangyu Zhong and Junjie Cao and Zhouchen Lin and Shiguang Shan and Zhongxuan Luo}, title = {Learning to Diffuse: {A} New Perspective to Design PDEs for Visual Analysis}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {38}, number = {12}, pages = {2457--2471}, year = {2016}, url = {https://doi.org/10.1109/TPAMI.2016.2522415}, doi = {10.1109/TPAMI.2016.2522415}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LiuZCLSL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LiSLHT16, author = {Qi Li and Zhenan Sun and Zhouchen Lin and Ran He and Tieniu Tan}, title = {Transformation invariant subspace clustering}, journal = {Pattern Recognit.}, volume = {59}, pages = {142--155}, year = {2016}, url = {https://doi.org/10.1016/j.patcog.2016.02.006}, doi = {10.1016/J.PATCOG.2016.02.006}, timestamp = {Fri, 26 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LiSLHT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/LuTYL16, author = {Canyi Lu and Jinhui Tang and Shuicheng Yan and Zhouchen Lin}, title = {Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm}, journal = {{IEEE} Trans. Image Process.}, volume = {25}, number = {2}, pages = {829--839}, year = {2016}, url = {https://doi.org/10.1109/TIP.2015.2511584}, doi = {10.1109/TIP.2015.2511584}, timestamp = {Tue, 08 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tip/LuTYL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/BaiLLY16, author = {Chen{-}Yan Bai and Jia Li and Zhouchen Lin and Jian Yu}, title = {Automatic Design of Color Filter Arrays in the Frequency Domain}, journal = {{IEEE} Trans. Image Process.}, volume = {25}, number = {4}, pages = {1793--1807}, year = {2016}, url = {https://doi.org/10.1109/TIP.2016.2531287}, doi = {10.1109/TIP.2016.2531287}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/BaiLLY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/LuYL16, author = {Canyi Lu and Shuicheng Yan and Zhouchen Lin}, title = {Convex Sparse Spectral Clustering: Single-View to Multi-View}, journal = {{IEEE} Trans. Image Process.}, volume = {25}, number = {6}, pages = {2833--2843}, year = {2016}, url = {https://doi.org/10.1109/TIP.2016.2553459}, doi = {10.1109/TIP.2016.2553459}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/LuYL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/ZhangLZ16, author = {Hongyang Zhang and Zhouchen Lin and Chao Zhang}, title = {Completing Low-Rank Matrices With Corrupted Samples From Few Coefficients in General Basis}, journal = {{IEEE} Trans. Inf. Theory}, volume = {62}, number = {8}, pages = {4748--4768}, year = {2016}, url = {https://doi.org/10.1109/TIT.2016.2573311}, doi = {10.1109/TIT.2016.2573311}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tit/ZhangLZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ZhouLZ16, author = {Pan Zhou and Zhouchen Lin and Chao Zhang}, title = {Integrated Low-Rank-Based Discriminative Feature Learning for Recognition}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {27}, number = {5}, pages = {1080--1093}, year = {2016}, url = {https://doi.org/10.1109/TNNLS.2015.2436951}, doi = {10.1109/TNNLS.2015.2436951}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ZhouLZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/FuGTLH16, author = {Yifan Fu and Junbin Gao and David Tien and Zhouchen Lin and Xia Hong}, title = {Tensor {LRR} and Sparse Coding-Based Subspace Clustering}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {27}, number = {10}, pages = {2120--2133}, year = {2016}, url = {https://doi.org/10.1109/TNNLS.2016.2553155}, doi = {10.1109/TNNLS.2016.2553155}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/FuGTLH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LuLLY16, author = {Canyi Lu and Huan Li and Zhouchen Lin and Shuicheng Yan}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {739--745}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.10064}, doi = {10.1609/AAAI.V30I1.10064}, timestamp = {Mon, 04 Sep 2023 15:08:28 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LuLLY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/XuLZZ16, author = {Chen Xu and Zhouchen Lin and Zhenyu Zhao and Hongbin Zha}, editor = {Dale Schuurmans and Michael P. Wellman}, title = {Relaxed Majorization-Minimization for Non-Smooth and Non-Convex Optimization}, booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, {USA}}, pages = {812--818}, publisher = {{AAAI} Press}, year = {2016}, url = {https://doi.org/10.1609/aaai.v30i1.10074}, doi = {10.1609/AAAI.V30I1.10074}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/XuLZZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PanLS016, author = {Jin{-}shan Pan and Zhouchen Lin and Zhixun Su and Ming{-}Hsuan Yang}, title = {Robust Kernel Estimation with Outliers Handling for Image Deblurring}, booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016}, pages = {2800--2808}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CVPR.2016.306}, doi = {10.1109/CVPR.2016.306}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/PanLS016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LuFCLLY16, author = {Canyi Lu and Jiashi Feng and Yudong Chen and Wei Liu and Zhouchen Lin and Shuicheng Yan}, title = {Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization}, booktitle = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016}, pages = {5249--5257}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/CVPR.2016.567}, doi = {10.1109/CVPR.2016.567}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LuFCLLY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/ShenLH16, author = {Li Shen and Zhouchen Lin and Qingming Huang}, editor = {Bastian Leibe and Jiri Matas and Nicu Sebe and Max Welling}, title = {Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks}, booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part {VII}}, series = {Lecture Notes in Computer Science}, volume = {9911}, pages = {467--482}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46478-7\_29}, doi = {10.1007/978-3-319-46478-7\_29}, timestamp = {Wed, 07 Dec 2022 23:10:23 +0100}, biburl = {https://dblp.org/rec/conf/eccv/ShenLH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmi/WuLZ16, author = {Jianlong Wu and Zhouchen Lin and Hongbin Zha}, editor = {Yukiko I. Nakano and Elisabeth Andr{\'{e}} and Toyoaki Nishida and Louis{-}Philippe Morency and Carlos Busso and Catherine Pelachaud}, title = {Multi-view common space learning for emotion recognition in the wild}, booktitle = {Proceedings of the 18th {ACM} International Conference on Multimodal Interaction, {ICMI} 2016, Tokyo, Japan, November 12-16, 2016}, pages = {464--471}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2993148.2997631}, doi = {10.1145/2993148.2997631}, timestamp = {Sat, 30 Sep 2023 09:45:54 +0200}, biburl = {https://dblp.org/rec/conf/icmi/WuLZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/HouLY16, author = {Yuqing Hou and Zhouchen Lin and Jin{-}ge Yao}, editor = {Raffaele Perego and Fabrizio Sebastiani and Javed A. Aslam and Ian Ruthven and Justin Zobel}, title = {Subspace Clustering Based Tag Sharing for Inductive Tag Matrix Refinement with Complex Errors}, booktitle = {Proceedings of the 39th International {ACM} {SIGIR} conference on Research and Development in Information Retrieval, {SIGIR} 2016, Pisa, Italy, July 17-21, 2016}, pages = {1013--1016}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2911451.2914693}, doi = {10.1145/2911451.2914693}, timestamp = {Wed, 14 Nov 2018 10:58:11 +0100}, biburl = {https://dblp.org/rec/conf/sigir/HouLY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuFYL16, author = {Canyi Lu and Jiashi Feng and Shuicheng Yan and Zhouchen Lin}, title = {A Unified Alternating Direction Method of Multipliers by Majorization Minimization}, journal = {CoRR}, volume = {abs/1607.02584}, year = {2016}, url = {http://arxiv.org/abs/1607.02584}, eprinttype = {arXiv}, eprint = {1607.02584}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LuFYL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangSMLZW016, author = {Xiang Zhang and Jiarui Sun and Siwei Ma and Zhouchen Lin and Jian Zhang and Shiqi Wang and Wen Gao}, title = {Globally Variance-Constrained Sparse Representation for Image Set Compression}, journal = {CoRR}, volume = {abs/1608.04902}, year = {2016}, url = {http://arxiv.org/abs/1608.04902}, eprinttype = {arXiv}, eprint = {1608.04902}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhangSMLZW016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XuLZ16, author = {Chen Xu and Zhouchen Lin and Hongbin Zha}, title = {A Unified Convex Surrogate for the Schatten-{\textdollar}p{\textdollar} Norm}, journal = {CoRR}, volume = {abs/1611.08372}, year = {2016}, url = {http://arxiv.org/abs/1611.08372}, eprinttype = {arXiv}, eprint = {1611.08372}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/XuLZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhaoFLW15, author = {Zhenyu Zhao and Cong Fang and Zhouchen Lin and Yi Wu}, title = {A robust hybrid method for text detection in natural scenes by learning-based partial differential equations}, journal = {Neurocomputing}, volume = {168}, pages = {23--34}, year = {2015}, url = {https://doi.org/10.1016/j.neucom.2015.06.019}, doi = {10.1016/J.NEUCOM.2015.06.019}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/ZhaoFLW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/LinLL15, author = {Zhouchen Lin and Risheng Liu and Huan Li}, title = {Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning}, journal = {Mach. Learn.}, volume = {99}, number = {2}, pages = {287--325}, year = {2015}, url = {https://doi.org/10.1007/s10994-014-5469-5}, doi = {10.1007/S10994-014-5469-5}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/LinLL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/ZhangLZG15, author = {Hongyang Zhang and Zhouchen Lin and Chao Zhang and Junbin Gao}, title = {Relations Among Some Low-Rank Subspace Recovery Models}, journal = {Neural Comput.}, volume = {27}, number = {9}, pages = {1915--1950}, year = {2015}, url = {https://doi.org/10.1162/NECO\_a\_00762}, doi = {10.1162/NECO\_A\_00762}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neco/ZhangLZG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/QianLYZL15, author = {Jianjun Qian and Lei Luo and Jian Yang and Fanlong Zhang and Zhouchen Lin}, title = {Robust nuclear norm regularized regression for face recognition with occlusion}, journal = {Pattern Recognit.}, volume = {48}, number = {10}, pages = {3145--3159}, year = {2015}, url = {https://doi.org/10.1016/j.patcog.2015.04.017}, doi = {10.1016/J.PATCOG.2015.04.017}, timestamp = {Thu, 22 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/QianLYZL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/LuLY15, author = {Canyi Lu and Zhouchen Lin and Shuicheng Yan}, title = {Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization}, journal = {{IEEE} Trans. Image Process.}, volume = {24}, number = {2}, pages = {646--654}, year = {2015}, url = {https://doi.org/10.1109/TIP.2014.2380155}, doi = {10.1109/TIP.2014.2380155}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/LuLY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/BaiLLYC15, author = {Chen{-}Yan Bai and Jia Li and Zhouchen Lin and Jian Yu and Yen{-}Wei Chen}, title = {Penrose Demosaicking}, journal = {{IEEE} Trans. Image Process.}, volume = {24}, number = {5}, pages = {1672--1684}, year = {2015}, url = {https://doi.org/10.1109/TIP.2015.2409569}, doi = {10.1109/TIP.2015.2409569}, timestamp = {Tue, 02 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tip/BaiLLYC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ShenSHWLW15, author = {Li Shen and Gang Sun and Qingming Huang and Shuhui Wang and Zhouchen Lin and Enhua Wu}, title = {Multi-Level Discriminative Dictionary Learning With Application to Large Scale Image Classification}, journal = {{IEEE} Trans. Image Process.}, volume = {24}, number = {10}, pages = {3109--3123}, year = {2015}, url = {https://doi.org/10.1109/TIP.2015.2438548}, doi = {10.1109/TIP.2015.2438548}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tip/ShenSHWLW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ZhuangGTWLMY15, author = {Liansheng Zhuang and Shenghua Gao and Jinhui Tang and Jingjing Wang and Zhouchen Lin and Yi Ma and Nenghai Yu}, title = {Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive Features}, journal = {{IEEE} Trans. Image Process.}, volume = {24}, number = {11}, pages = {3717--3728}, year = {2015}, url = {https://doi.org/10.1109/TIP.2015.2441632}, doi = {10.1109/TIP.2015.2441632}, timestamp = {Tue, 08 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tip/ZhuangGTWLMY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/YinGLSG15, author = {Ming Yin and Junbin Gao and Zhouchen Lin and Qinfeng Shi and Yi Guo}, title = {Dual Graph Regularized Latent Low-Rank Representation for Subspace Clustering}, journal = {{IEEE} Trans. Image Process.}, volume = {24}, number = {12}, pages = {4918--4933}, year = {2015}, url = {https://doi.org/10.1109/TIP.2015.2472277}, doi = {10.1109/TIP.2015.2472277}, timestamp = {Tue, 19 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/YinGLSG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LuZXYL15, author = {Canyi Lu and Changbo Zhu and Chunyan Xu and Shuicheng Yan and Zhouchen Lin}, editor = {Blai Bonet and Sven Koenig}, title = {Generalized Singular Value Thresholding}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {1805--1811}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9464}, doi = {10.1609/AAAI.V29I1.9464}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LuZXYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhangLZC15, author = {Hongyang Zhang and Zhouchen Lin and Chao Zhang and Edward Y. Chang}, editor = {Blai Bonet and Sven Koenig}, title = {Exact Recoverability of Robust {PCA} via Outlier Pursuit with Tight Recovery Bounds}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {3143--3149}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9578}, doi = {10.1609/AAAI.V29I1.9578}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhangLZC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiZLL15, author = {Baohua Li and Ying Zhang and Zhouchen Lin and Huchuan Lu}, title = {Subspace clustering by Mixture of Gaussian Regression}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2015, Boston, MA, USA, June 7-12, 2015}, pages = {2094--2102}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/CVPR.2015.7298821}, doi = {10.1109/CVPR.2015.7298821}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LiZLL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiZLC15, author = {Zhizhong Li and Deli Zhao and Zhouchen Lin and Edward Y. Chang}, title = {A new retraction for accelerating the Riemannian three-factor low-rank matrix completion algorithm}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2015, Boston, MA, USA, June 7-12, 2015}, pages = {4530--4538}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/CVPR.2015.7299083}, doi = {10.1109/CVPR.2015.7299083}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LiZLC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LiLZG15, author = {Chun{-}Guang Li and Zhouchen Lin and Honggang Zhang and Jun Guo}, title = {Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning}, booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015, Santiago, Chile, December 7-13, 2015}, pages = {2767--2775}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICCV.2015.317}, doi = {10.1109/ICCV.2015.317}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LiLZG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmi/WuLZ15, author = {Jianlong Wu and Zhouchen Lin and Hongbin Zha}, editor = {Zhengyou Zhang and Phil Cohen and Dan Bohus and Radu Horaud and Helen Meng}, title = {Multiple Models Fusion for Emotion Recognition in the Wild}, booktitle = {Proceedings of the 2015 {ACM} on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09 - 13, 2015}, pages = {475--481}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2818346.2830582}, doi = {10.1145/2818346.2830582}, timestamp = {Tue, 25 May 2021 15:13:19 +0200}, biburl = {https://dblp.org/rec/conf/icmi/WuLZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/ShenSLHW15, author = {Li Shen and Gang Sun and Zhouchen Lin and Qingming Huang and Enhua Wu}, editor = {Qiang Yang and Michael J. Wooldridge}, title = {Adaptive Sharing for Image Classification}, booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July 25-31, 2015}, pages = {2183--2190}, publisher = {{AAAI} Press}, year = {2015}, url = {http://ijcai.org/Abstract/15/309}, timestamp = {Mon, 30 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/ShenSLHW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/LiZLC15, author = {Zhizhong Li and Deli Zhao and Zhouchen Lin and Edward Y. Chang}, title = {Determining step sizes in geometric optimization algorithms}, booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2015, Hong Kong, China, June 14-19, 2015}, pages = {1217--1221}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ISIT.2015.7282649}, doi = {10.1109/ISIT.2015.7282649}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isit/LiZLC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiL15, author = {Huan Li and Zhouchen Lin}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Accelerated Proximal Gradient Methods for Nonconvex Programming}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {379--387}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/f7664060cc52bc6f3d620bcedc94a4b6-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LiL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vcip/HouL15, author = {Yuqing Hou and Zhouchen Lin}, title = {Image tag completion and refinement by subspace clustering and matrix completion}, booktitle = {2015 Visual Communications and Image Processing, {VCIP} 2015, Singapore, December 13-16, 2015}, pages = {1--4}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/VCIP.2015.7457875}, doi = {10.1109/VCIP.2015.7457875}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/vcip/HouL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/bio/WanL15, author = {Liang Wan and Zhouchen Lin}, editor = {Stan Z. Li and Anil K. Jain}, title = {Signature Sample Synthesis}, booktitle = {Encyclopedia of Biometrics, Second Edition}, pages = {1389--1395}, publisher = {Springer {US}}, year = {2015}, url = {https://doi.org/10.1007/978-1-4899-7488-4\_7}, doi = {10.1007/978-1-4899-7488-4\_7}, timestamp = {Fri, 27 Oct 2017 15:34:05 +0200}, biburl = {https://dblp.org/rec/reference/bio/WanL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuFLY15, author = {Canyi Lu and Jiashi Feng and Zhouchen Lin and Shuicheng Yan}, title = {Correlation Adaptive Subspace Segmentation by Trace Lasso}, journal = {CoRR}, volume = {abs/1501.04276}, year = {2015}, url = {http://arxiv.org/abs/1501.04276}, eprinttype = {arXiv}, eprint = {1501.04276}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LuFLY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuTLLYL15, author = {Canyi Lu and Jinhui Tang and Min Lin and Liang Lin and Shuicheng Yan and Zhouchen Lin}, title = {Correntropy Induced {L2} Graph for Robust Subspace Clustering}, journal = {CoRR}, volume = {abs/1501.04277}, year = {2015}, url = {http://arxiv.org/abs/1501.04277}, eprinttype = {arXiv}, eprint = {1501.04277}, timestamp = {Fri, 18 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/LuTLLYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangLZ15, author = {Hongyang Zhang and Zhouchen Lin and Chao Zhang}, title = {Completing Low-Rank Matrices with Corrupted Samples from Few Coefficients in General Basis}, journal = {CoRR}, volume = {abs/1506.07615}, year = {2015}, url = {http://arxiv.org/abs/1506.07615}, eprinttype = {arXiv}, eprint = {1506.07615}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ZhangLZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LinLL15, author = {Zhouchen Lin and Canyi Lu and Huan Li}, title = {Optimized Projections for Compressed Sensing via Direct Mutual Coherence Minimization}, journal = {CoRR}, volume = {abs/1508.03117}, year = {2015}, url = {http://arxiv.org/abs/1508.03117}, eprinttype = {arXiv}, eprint = {1508.03117}, timestamp = {Fri, 24 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LinLL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuTYL15, author = {Canyi Lu and Jinhui Tang and Shuicheng Yan and Zhouchen Lin}, title = {Nonconvex Nonsmooth Low-Rank Minimization via Iteratively Reweighted Nuclear Norm}, journal = {CoRR}, volume = {abs/1510.06895}, year = {2015}, url = {http://arxiv.org/abs/1510.06895}, eprinttype = {arXiv}, eprint = {1510.06895}, timestamp = {Fri, 18 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/LuTYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuLLY15, author = {Canyi Lu and Huan Li and Zhouchen Lin and Shuicheng Yan}, title = {Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting}, journal = {CoRR}, volume = {abs/1511.05133}, year = {2015}, url = {http://arxiv.org/abs/1511.05133}, eprinttype = {arXiv}, eprint = {1511.05133}, timestamp = {Fri, 24 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LuLLY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuYL15, author = {Canyi Lu and Shuicheng Yan and Zhouchen Lin}, title = {Convex Sparse Spectral Clustering: Single-view to Multi-view}, journal = {CoRR}, volume = {abs/1511.06860}, year = {2015}, url = {http://arxiv.org/abs/1511.06860}, eprinttype = {arXiv}, eprint = {1511.06860}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LuYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/XuLZZ15, author = {Chen Xu and Zhouchen Lin and Zhenyu Zhao and Hongbin Zha}, title = {Relaxed Majorization-Minimization for Non-smooth and Non-convex Optimization}, journal = {CoRR}, volume = {abs/1511.08062}, year = {2015}, url = {http://arxiv.org/abs/1511.08062}, eprinttype = {arXiv}, eprint = {1511.08062}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/XuLZZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ShenLH15, author = {Li Shen and Zhouchen Lin and Qingming Huang}, title = {Learning Deep Convolutional Neural Networks for Places2 Scene Recognition}, journal = {CoRR}, volume = {abs/1512.05830}, year = {2015}, url = {http://arxiv.org/abs/1512.05830}, eprinttype = {arXiv}, eprint = {1512.05830}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ShenLH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/LiuLSG14, author = {Risheng Liu and Zhouchen Lin and Zhixun Su and Junbin Gao}, title = {Linear time Principal Component Pursuit and its extensions using {\(\mathscr{l}\)}\({}_{\mbox{1}}\) filtering}, journal = {Neurocomputing}, volume = {142}, pages = {529--541}, year = {2014}, url = {https://doi.org/10.1016/j.neucom.2014.03.046}, doi = {10.1016/J.NEUCOM.2014.03.046}, timestamp = {Tue, 06 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/LiuLSG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhangLZG14, author = {Hongyang Zhang and Zhouchen Lin and Chao Zhang and Junbin Gao}, title = {Robust latent low rank representation for subspace clustering}, journal = {Neurocomputing}, volume = {145}, pages = {369--373}, year = {2014}, url = {https://doi.org/10.1016/j.neucom.2014.05.022}, doi = {10.1016/J.NEUCOM.2014.05.022}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/ZhangLZG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/LiuLS14, author = {Risheng Liu and Zhouchen Lin and Zhixun Su}, title = {Learning Markov random walks for robust subspace clustering and estimation}, journal = {Neural Networks}, volume = {59}, pages = {1--15}, year = {2014}, url = {https://doi.org/10.1016/j.neunet.2014.06.005}, doi = {10.1016/J.NEUNET.2014.06.005}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/LiuLS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/FanZLZB14, author = {Mingyu Fan and Xiaoqin Zhang and Zhouchen Lin and Zhongfei Zhang and Hujun Bao}, title = {A Regularized Approach for Geodesic-Based Semisupervised Multimanifold Learning}, journal = {{IEEE} Trans. Image Process.}, volume = {23}, number = {5}, pages = {2133--2147}, year = {2014}, url = {https://doi.org/10.1109/TIP.2014.2312643}, doi = {10.1109/TIP.2014.2312643}, timestamp = {Wed, 27 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tip/FanZLZB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ZhengLW14, author = {Wenming Zheng and Zhouchen Lin and Haixian Wang}, title = {L1-Norm Kernel Discriminant Analysis Via Bayes Error Bound Optimization for Robust Feature Extraction}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {25}, number = {4}, pages = {793--805}, year = {2014}, url = {https://doi.org/10.1109/TNNLS.2013.2281428}, doi = {10.1109/TNNLS.2013.2281428}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/ZhengLW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vc/ZhangLSM14, author = {Xin Zhang and Zhouchen Lin and Fuchun Sun and Yi Ma}, title = {Transform invariant text extraction}, journal = {Vis. Comput.}, volume = {30}, number = {4}, pages = {401--415}, year = {2014}, url = {https://doi.org/10.1007/s00371-013-0864-7}, doi = {10.1007/S00371-013-0864-7}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/vc/ZhangLSM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LuWLY14, author = {Canyi Lu and Yunchao Wei and Zhouchen Lin and Shuicheng Yan}, editor = {Carla E. Brodley and Peter Stone}, title = {Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {1251--1257}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.8897}, doi = {10.1609/AAAI.V28I1.8897}, timestamp = {Mon, 04 Sep 2023 15:06:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LuWLY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/QianYZL14, author = {Jianjun Qian and Jian Yang and Fanglong Zhang and Zhouchen Lin}, title = {Robust Low-Rank Regularized Regression for Face Recognition with Occlusion}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} Workshops 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {21--26}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPRW.2014.9}, doi = {10.1109/CVPRW.2014.9}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/QianYZL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/WangWLYG14, author = {Chunyu Wang and Yizhou Wang and Zhouchen Lin and Alan L. Yuille and Wen Gao}, title = {Robust Estimation of 3D Human Poses from a Single Image}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {2369--2376}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.303}, doi = {10.1109/CVPR.2014.303}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/WangWLYG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/FengLXY14, author = {Jiashi Feng and Zhouchen Lin and Huan Xu and Shuicheng Yan}, title = {Robust Subspace Segmentation with Block-Diagonal Prior}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {3818--3825}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.482}, doi = {10.1109/CVPR.2014.482}, timestamp = {Tue, 12 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/FengLXY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/HuLFZ14, author = {Han Hu and Zhouchen Lin and Jianjiang Feng and Jie Zhou}, title = {Smooth Representation Clustering}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {3834--3841}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.484}, doi = {10.1109/CVPR.2014.484}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/HuLFZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiuCLS14, author = {Risheng Liu and Junjie Cao and Zhouchen Lin and Shiguang Shan}, title = {Adaptive Partial Differential Equation Learning for Visual Saliency Detection}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {3866--3873}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.494}, doi = {10.1109/CVPR.2014.494}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LiuCLS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LuTYL14, author = {Canyi Lu and Jinhui Tang and Shuicheng Yan and Zhouchen Lin}, title = {Generalized Nonconvex Nonsmooth Low-Rank Minimization}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {4130--4137}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.526}, doi = {10.1109/CVPR.2014.526}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LuTYL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/LinXYLZ14, author = {Yang Lin and Chen Xu and Li Yang and Zhouchen Lin and Hongbin Zha}, title = {L1-norm global geometric consistency for partial-duplicate image retrieval}, booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014, Paris, France, October 27-30, 2014}, pages = {3033--3037}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICIP.2014.7025613}, doi = {10.1109/ICIP.2014.7025613}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/LinXYLZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/YangLLZ14, author = {Li Yang and Yang Lin and Zhouchen Lin and Hongbin Zha}, title = {Low Rank Global Geometric Consistency for Partial-Duplicate Image Search}, booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014, Stockholm, Sweden, August 24-28, 2014}, pages = {3939--3944}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ICPR.2014.675}, doi = {10.1109/ICPR.2014.675}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/YangLLZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/FuGTL14, author = {Yifan Fu and Junbin Gao and David Tien and Zhouchen Lin}, title = {Tensor {LRR} based subspace clustering}, booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014, Beijing, China, July 6-11, 2014}, pages = {1877--1884}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/IJCNN.2014.6889472}, doi = {10.1109/IJCNN.2014.6889472}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/FuGTL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuLY14, author = {Can{-}Yi Lu and Zhouchen Lin and Shuicheng Yan}, title = {Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization}, journal = {CoRR}, volume = {abs/1401.7413}, year = {2014}, url = {http://arxiv.org/abs/1401.7413}, eprinttype = {arXiv}, eprint = {1401.7413}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LuLY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuWLY14, author = {Canyi Lu and Yunchao Wei and Zhouchen Lin and Shuicheng Yan}, title = {Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization}, journal = {CoRR}, volume = {abs/1404.6871}, year = {2014}, url = {http://arxiv.org/abs/1404.6871}, eprinttype = {arXiv}, eprint = {1404.6871}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LuWLY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuTYL14, author = {Canyi Lu and Jinhui Tang and Shuicheng Yan and Zhouchen Lin}, title = {Generalized Nonconvex Nonsmooth Low-Rank Minimization}, journal = {CoRR}, volume = {abs/1404.7306}, year = {2014}, url = {http://arxiv.org/abs/1404.7306}, eprinttype = {arXiv}, eprint = {1404.7306}, timestamp = {Fri, 18 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/LuTYL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WangWLYG14, author = {Chunyu Wang and Yizhou Wang and Zhouchen Lin and Alan L. Yuille and Wen Gao}, title = {Robust Estimation of 3D Human Poses from a Single Image}, journal = {CoRR}, volume = {abs/1406.2282}, year = {2014}, url = {http://arxiv.org/abs/1406.2282}, eprinttype = {arXiv}, eprint = {1406.2282}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WangWLYG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhuangGTWLM14, author = {Liansheng Zhuang and Shenghua Gao and Jinhui Tang and Jingjing Wang and Zhouchen Lin and Yi Ma}, title = {Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features}, journal = {CoRR}, volume = {abs/1409.0964}, year = {2014}, url = {http://arxiv.org/abs/1409.0964}, eprinttype = {arXiv}, eprint = {1409.0964}, timestamp = {Mon, 11 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ZhuangGTWLM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ZhangLZG14, author = {Hongyang Zhang and Zhouchen Lin and Chao Zhang and Junbin Gao}, title = {Relations among Some Low Rank Subspace Recovery Models}, journal = {CoRR}, volume = {abs/1412.2196}, year = {2014}, url = {http://arxiv.org/abs/1412.2196}, eprinttype = {arXiv}, eprint = {1412.2196}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/ZhangLZG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LuZXYL14, author = {Canyi Lu and Changbo Zhu and Chunyan Xu and Shuicheng Yan and Zhouchen Lin}, title = {Generalized Singular Value Thresholding}, journal = {CoRR}, volume = {abs/1412.2231}, year = {2014}, url = {http://arxiv.org/abs/1412.2231}, eprinttype = {arXiv}, eprint = {1412.2231}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LuZXYL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/RenL13, author = {Xiang Ren and Zhouchen Lin}, title = {Linearized Alternating Direction Method with Adaptive Penalty and Warm Starts for Fast Solving Transform Invariant Low-Rank Textures}, journal = {Int. J. Comput. Vis.}, volume = {104}, number = {1}, pages = {1--14}, year = {2013}, url = {https://doi.org/10.1007/s11263-013-0611-6}, doi = {10.1007/S11263-013-0611-6}, timestamp = {Wed, 15 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/RenL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/LiLG13a, author = {Chun{-}Guang Li and Zhouchen Lin and Jun Guo}, title = {Bases sorting: Generalizing the concept of frequency for over-complete dictionaries}, journal = {Neurocomputing}, volume = {115}, pages = {192--200}, year = {2013}, url = {https://doi.org/10.1016/j.neucom.2013.02.005}, doi = {10.1016/J.NEUCOM.2013.02.005}, timestamp = {Fri, 07 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/LiLG13a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/ZhuangGLL13, author = {Liansheng Zhuang and Haoyuan Gao and Jiebo Luo and Zhouchen Lin}, title = {Regularized Semi-Supervised Latent Dirichlet Allocation for visual concept learning}, journal = {Neurocomputing}, volume = {119}, pages = {26--32}, year = {2013}, url = {https://doi.org/10.1016/j.neucom.2012.04.043}, doi = {10.1016/J.NEUCOM.2012.04.043}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/ZhuangGLL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/LyuLSZ13, author = {Qin Lyu and Zhouchen Lin and Yiyuan She and Chao Zhang}, title = {A comparison of typical {\(\mathscr{l}\)}\({}_{\mbox{p}}\) minimization algorithms}, journal = {Neurocomputing}, volume = {119}, pages = {413--424}, year = {2013}, url = {https://doi.org/10.1016/j.neucom.2013.03.017}, doi = {10.1016/J.NEUCOM.2013.03.017}, timestamp = {Mon, 30 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijon/LyuLSZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ivc/LiuL0TS13, author = {Risheng Liu and Zhouchen Lin and Wei Zhang and Kewei Tang and Zhixun Su}, title = {Toward designing intelligent PDEs for computer vision: An optimal control approach}, journal = {Image Vis. Comput.}, volume = {31}, number = {1}, pages = {43--56}, year = {2013}, url = {https://doi.org/10.1016/j.imavis.2012.09.004}, doi = {10.1016/J.IMAVIS.2012.09.004}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ivc/LiuL0TS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LiuLYSYM13, author = {Guangcan Liu and Zhouchen Lin and Shuicheng Yan and Ju Sun and Yong Yu and Yi Ma}, title = {Robust Recovery of Subspace Structures by Low-Rank Representation}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {35}, number = {1}, pages = {171--184}, year = {2013}, url = {https://doi.org/10.1109/TPAMI.2012.88}, doi = {10.1109/TPAMI.2012.88}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LiuLYSYM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/RenZZLZ13, author = {Dongwei Ren and Wangmeng Zuo and Xiaofei Zhao and Zhouchen Lin and David Zhang}, title = {Fast gradient vector flow computation based on augmented Lagrangian method}, journal = {Pattern Recognit. Lett.}, volume = {34}, number = {2}, pages = {219--225}, year = {2013}, url = {https://doi.org/10.1016/j.patrec.2012.09.017}, doi = {10.1016/J.PATREC.2012.09.017}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/RenZZLZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acml/LiuLS13, author = {Risheng Liu and Zhouchen Lin and Zhixun Su}, editor = {Cheng Soon Ong and Tu Bao Ho}, title = {Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning}, booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT, Australia, November 13-15, 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {29}, pages = {116--132}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v29/Liu13.html}, timestamp = {Wed, 29 May 2019 08:41:47 +0200}, biburl = {https://dblp.org/rec/conf/acml/LiuLS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LuFLY13, author = {Can{-}Yi Lu and Jiashi Feng and Zhouchen Lin and Shuicheng Yan}, title = {Correlation Adaptive Subspace Segmentation by Trace Lasso}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney, Australia, December 1-8, 2013}, pages = {1345--1352}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICCV.2013.170}, doi = {10.1109/ICCV.2013.170}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LuFLY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LuTLLYL13, author = {Can{-}Yi Lu and Jinhui Tang and Min Lin and Liang Lin and Shuicheng Yan and Zhouchen Lin}, title = {Correntropy Induced {L2} Graph for Robust Subspace Clustering}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney, Australia, December 1-8, 2013}, pages = {1801--1808}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICCV.2013.226}, doi = {10.1109/ICCV.2013.226}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LuTLLYL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdar/ZhangLSM13, author = {Xin Zhang and Zhouchen Lin and Fuchun Sun and Yi Ma}, title = {Rectification of Optical Characters as Transform Invariant Low-Rank Textures}, booktitle = {12th International Conference on Document Analysis and Recognition, {ICDAR} 2013, Washington, DC, USA, August 25-28, 2013}, pages = {393--397}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDAR.2013.86}, doi = {10.1109/ICDAR.2013.86}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdar/ZhangLSM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ZhangLZ13, author = {Hongyang Zhang and Zhouchen Lin and Chao Zhang}, editor = {Hendrik Blockeel and Kristian Kersting and Siegfried Nijssen and Filip Zelezn{\'{y}}}, title = {A Counterexample for the Validity of Using Nuclear Norm as a Convex Surrogate of Rank}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {8189}, pages = {226--241}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-40991-2\_15}, doi = {10.1007/978-3-642-40991-2\_15}, timestamp = {Tue, 21 Mar 2023 21:00:11 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/ZhangLZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiuLS13a, author = {Risheng Liu and Zhouchen Lin and Zhixun Su}, title = {Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning}, journal = {CoRR}, volume = {abs/1310.5035}, year = {2013}, url = {http://arxiv.org/abs/1310.5035}, eprinttype = {arXiv}, eprint = {1310.5035}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiuLS13a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhengL12, author = {Wenming Zheng and Zhouchen Lin}, title = {A new discriminant subspace analysis approach for multi-class problems}, journal = {Pattern Recognit.}, volume = {45}, number = {4}, pages = {1426--1435}, year = {2012}, url = {https://doi.org/10.1016/j.patcog.2011.10.021}, doi = {10.1016/J.PATCOG.2011.10.021}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhengL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LiuLTS12, author = {Risheng Liu and Zhouchen Lin and Fernando De la Torre and Zhixun Su}, title = {Fixed-rank representation for unsupervised visual learning}, booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012}, pages = {598--605}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/CVPR.2012.6247726}, doi = {10.1109/CVPR.2012.6247726}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LiuLTS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ZhuangGLMZY12, author = {Liansheng Zhuang and Haoyuan Gao and Zhouchen Lin and Yi Ma and Xin Zhang and Nenghai Yu}, title = {Non-negative low rank and sparse graph for semi-supervised learning}, booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012}, pages = {2328--2335}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/CVPR.2012.6247944}, doi = {10.1109/CVPR.2012.6247944}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ZhuangGLMZY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/FanZLZB12, author = {Mingyu Fan and Xiaoqin Zhang and Zhouchen Lin and Zhongfei Zhang and Hujun Bao}, editor = {Mohammed Javeed Zaki and Arno Siebes and Jeffrey Xu Yu and Bart Goethals and Geoffrey I. Webb and Xindong Wu}, title = {Geodesic Based Semi-supervised Multi-manifold Feature Extraction}, booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012, Brussels, Belgium, December 10-13, 2012}, pages = {852--857}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICDM.2012.99}, doi = {10.1109/ICDM.2012.99}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/FanZLZB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1203-2210, author = {Risheng Liu and Zhouchen Lin and Fernando De la Torre and Zhixun Su}, title = {Fixed-Rank Representation for Unsupervised Visual Learning}, journal = {CoRR}, volume = {abs/1203.2210}, year = {2012}, url = {http://arxiv.org/abs/1203.2210}, eprinttype = {arXiv}, eprint = {1203.2210}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1203-2210.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-5351, author = {Xiang Ren and Zhouchen Lin}, title = {Linearized Alternating Direction Method with Adaptive Penalty and Warm Starts for Fast Solving Transform Invariant Low-Rank Textures}, journal = {CoRR}, volume = {abs/1205.5351}, year = {2012}, url = {http://arxiv.org/abs/1205.5351}, eprinttype = {arXiv}, eprint = {1205.5351}, timestamp = {Sun, 28 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-5351.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/imst/LiHL11, author = {Yan Li and Pengwei Hao and Zhouchen Lin}, title = {The frequency structure matrix: {A} representation of color filter arrays}, journal = {Int. J. Imaging Syst. Technol.}, volume = {21}, number = {1}, pages = {101--106}, year = {2011}, url = {https://doi.org/10.1002/ima.20252}, doi = {10.1002/IMA.20252}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/imst/LiHL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/Ben-EzraLWZ11, author = {Moshe Ben{-}Ezra and Zhouchen Lin and Bennett Wilburn and Wei Zhang}, title = {Penrose Pixels for Super-Resolution}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {33}, number = {7}, pages = {1370--1383}, year = {2011}, url = {https://doi.org/10.1109/TPAMI.2010.213}, doi = {10.1109/TPAMI.2010.213}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/Ben-EzraLWZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/HaoLLD11, author = {Pengwei Hao and Yan Li and Zhouchen Lin and Eric Dubois}, title = {A Geometric Method for Optimal Design of Color Filter Arrays}, journal = {{IEEE} Trans. Image Process.}, volume = {20}, number = {3}, pages = {709--722}, year = {2011}, url = {https://doi.org/10.1109/TIP.2010.2077642}, doi = {10.1109/TIP.2010.2077642}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/HaoLLD11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ZuoL11, author = {Wangmeng Zuo and Zhouchen Lin}, title = {A Generalized Accelerated Proximal Gradient Approach for Total-Variation-Based Image Restoration}, journal = {{IEEE} Trans. Image Process.}, volume = {20}, number = {10}, pages = {2748--2759}, year = {2011}, url = {https://doi.org/10.1109/TIP.2011.2131665}, doi = {10.1109/TIP.2011.2131665}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/ZuoL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/ZhangLT11, author = {Wei Zhang and Zhouchen Lin and Xiaoou Tang}, title = {Learning Semi-Riemannian Metrics for Semisupervised Feature Extraction}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {23}, number = {4}, pages = {600--611}, year = {2011}, url = {https://doi.org/10.1109/TKDE.2010.143}, doi = {10.1109/TKDE.2010.143}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/ZhangLT11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LinLS11, author = {Zhouchen Lin and Risheng Liu and Zhixun Su}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {612--620}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/18997733ec258a9fcaf239cc55d53363-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LinLS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1107-1561, author = {Siming Wei and Zhouchen Lin}, title = {Analysis and Improvement of Low Rank Representation for Subspace segmentation}, journal = {CoRR}, volume = {abs/1107.1561}, year = {2011}, url = {http://arxiv.org/abs/1107.1561}, eprinttype = {arXiv}, eprint = {1107.1561}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1107-1561.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1108-1548, author = {Zhouchen Lin}, title = {Some Software Packages for Partial {SVD} Computation}, journal = {CoRR}, volume = {abs/1108.1548}, year = {2011}, url = {http://arxiv.org/abs/1108.1548}, eprinttype = {arXiv}, eprint = {1108.1548}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1108-1548.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1108-5359, author = {Risheng Liu and Zhouchen Lin and Siming Wei and Zhixun Su}, title = {Solving Principal Component Pursuit in Linear Time via {\textdollar}l{\_}1{\textdollar} Filtering}, journal = {CoRR}, volume = {abs/1108.5359}, year = {2011}, url = {http://arxiv.org/abs/1108.5359}, eprinttype = {arXiv}, eprint = {1108.5359}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1108-5359.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1109-1057, author = {Risheng Liu and Zhouchen Lin and Wei Zhang and Kewei Tang and Zhixun Su}, title = {Toward Designing Intelligent PDEs for Computer Vision: An Optimal Control Approach}, journal = {CoRR}, volume = {abs/1109.1057}, year = {2011}, url = {http://arxiv.org/abs/1109.1057}, eprinttype = {arXiv}, eprint = {1109.1057}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1109-1057.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LiuLYT10, author = {Guangcan Liu and Zhouchen Lin and Yong Yu and Xiaoou Tang}, title = {Unsupervised Object Segmentation with a Hybrid Graph Model {(HGM)}}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {32}, number = {5}, pages = {910--924}, year = {2010}, url = {https://doi.org/10.1109/TPAMI.2009.40}, doi = {10.1109/TPAMI.2009.40}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LiuLYT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LiuLST10, author = {Risheng Liu and Zhouchen Lin and Zhixun Su and Kewei Tang}, title = {Feature extraction by learning Lorentzian metric tensor and its extensions}, journal = {Pattern Recognit.}, volume = {43}, number = {10}, pages = {3298--3306}, year = {2010}, url = {https://doi.org/10.1016/j.patcog.2010.05.009}, doi = {10.1016/J.PATCOG.2010.05.009}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LiuLST10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ZhengLT10, author = {Wenming Zheng and Zhouchen Lin and Xiaoou Tang}, title = {A rank-one update algorithm for fast solving kernel Foley-Sammon optimal discriminant vectors}, journal = {{IEEE} Trans. Neural Networks}, volume = {21}, number = {3}, pages = {393--403}, year = {2010}, url = {https://doi.org/10.1109/TNN.2009.2037149}, doi = {10.1109/TNN.2009.2037149}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/ZhengLT10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ZuoLGZ10, author = {Wangmeng Zuo and Zhouchen Lin and Zhenhua Guo and David Zhang}, title = {The multiscale competitive code via sparse representation for palmprint verification}, booktitle = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010}, pages = {2265--2272}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/CVPR.2010.5539909}, doi = {10.1109/CVPR.2010.5539909}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ZuoLGZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dcc/FuLZW10, author = {Jingjing Fu and Zhouchen Lin and Bing Zeng and Feng Wu}, editor = {James A. Storer and Michael W. Marcellin}, title = {Tree Structure Based Analyses on Compressive Sensing for Binary Sparse Sources}, booktitle = {2010 Data Compression Conference {(DCC} 2010), 24-26 March 2010, Snowbird, UT, {USA}}, pages = {530}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/DCC.2010.60}, doi = {10.1109/DCC.2010.60}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dcc/FuLZW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/LiuLZS10, author = {Risheng Liu and Zhouchen Lin and Wei Zhang and Zhixun Su}, editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios}, title = {Learning PDEs for Image Restoration via Optimal Control}, booktitle = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6311}, pages = {115--128}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15549-9\_9}, doi = {10.1007/978-3-642-15549-9\_9}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/LiuLZS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/ZhengTLH10, author = {Wenming Zheng and Hao Tang and Zhouchen Lin and Thomas S. Huang}, editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios}, title = {Emotion Recognition from Arbitrary View Facial Images}, booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {6316}, pages = {490--503}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15567-3\_36}, doi = {10.1007/978-3-642-15567-3\_36}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/ZhengTLH10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/LiuLY10, author = {Guangcan Liu and Zhouchen Lin and Yong Yu}, editor = {Johannes F{\"{u}}rnkranz and Thorsten Joachims}, title = {Robust Subspace Segmentation by Low-Rank Representation}, booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel}, pages = {663--670}, publisher = {Omnipress}, year = {2010}, url = {https://icml.cc/Conferences/2010/papers/521.pdf}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/LiuLY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LinCM10, author = {Zhouchen Lin and Minming Chen and Yi Ma}, title = {The Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices}, journal = {CoRR}, volume = {abs/1009.5055}, year = {2010}, url = {http://arxiv.org/abs/1009.5055}, eprinttype = {arXiv}, eprint = {1009.5055}, timestamp = {Tue, 25 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LinCM10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1010-2955, author = {Guangcan Liu and Zhouchen Lin and Shuicheng Yan and Ju Sun and Yong Yu and Yi Ma}, title = {Robust Recovery of Subspace Structures by Low-Rank Representation}, journal = {CoRR}, volume = {abs/1010.2955}, year = {2010}, url = {http://arxiv.org/abs/1010.2955}, eprinttype = {arXiv}, eprint = {1010.2955}, timestamp = {Thu, 04 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1010-2955.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1012-0365, author = {Zhouchen Lin and Siming Wei}, title = {A Block Lanczos with Warm Start Technique for Accelerating Nuclear Norm Minimization Algorithms}, journal = {CoRR}, volume = {abs/1012.0365}, year = {2010}, url = {http://arxiv.org/abs/1012.0365}, eprinttype = {arXiv}, eprint = {1012.0365}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1012-0365.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhangLT09, author = {Wei Zhang and Zhouchen Lin and Xiaoou Tang}, title = {Tensor linear Laplacian discrimination {(TLLD)} for feature extraction}, journal = {Pattern Recognit.}, volume = {42}, number = {9}, pages = {1941--1948}, year = {2009}, url = {https://doi.org/10.1016/j.patcog.2009.01.010}, doi = {10.1016/J.PATCOG.2009.01.010}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/ZhangLT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LinHTT09, author = {Zhouchen Lin and Junfeng He and Xiaoou Tang and Chi{-}Keung Tang}, title = {Fast, automatic and fine-grained tampered {JPEG} image detection via {DCT} coefficient analysis}, journal = {Pattern Recognit.}, volume = {42}, number = {11}, pages = {2492--2501}, year = {2009}, url = {https://doi.org/10.1016/j.patcog.2009.03.019}, doi = {10.1016/J.PATCOG.2009.03.019}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LinHTT09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LiuLY09, author = {Guangcan Liu and Zhouchen Lin and Yong Yu}, title = {Multi-output regression on the output manifold}, journal = {Pattern Recognit.}, volume = {42}, number = {11}, pages = {2737--2743}, year = {2009}, url = {https://doi.org/10.1016/j.patcog.2009.05.001}, doi = {10.1016/J.PATCOG.2009.05.001}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LiuLY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamis/WrightMTLS09, author = {John Wright and Yi Ma and Yangyu Tao and Zhouchen Lin and Heung{-}Yeung Shum}, title = {Classification via Minimum Incremental Coding Length}, journal = {{SIAM} J. Imaging Sci.}, volume = {2}, number = {2}, pages = {367--395}, year = {2009}, url = {https://doi.org/10.1137/070707312}, doi = {10.1137/070707312}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamis/WrightMTLS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/LiuLY09, author = {Guangcan Liu and Zhouchen Lin and Yong Yu}, title = {Radon Representation-Based Feature Descriptor for Texture Classification}, journal = {{IEEE} Trans. Image Process.}, volume = {18}, number = {5}, pages = {921--928}, year = {2009}, url = {https://doi.org/10.1109/TIP.2009.2013072}, doi = {10.1109/TIP.2009.2013072}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/LiuLY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/WangDTLG09, author = {Jiaping Wang and Yue Dong and Xin Tong and Zhouchen Lin and Baining Guo}, title = {Kernel Nystr{\"{o}}m method for light transport}, journal = {{ACM} Trans. Graph.}, volume = {28}, number = {3}, pages = {29}, year = {2009}, url = {https://doi.org/10.1145/1531326.1531335}, doi = {10.1145/1531326.1531335}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/WangDTLG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/accv/GengLLH09, author = {Yanlin Geng and Tong Lin and Zhouchen Lin and Pengwei Hao}, editor = {Hongbin Zha and Rin{-}Ichiro Taniguchi and Stephen J. Maybank}, title = {Refined Exponential Filter with Applications to Image Restoration and Interpolation}, booktitle = {Computer Vision - {ACCV} 2009, 9th Asian Conference on Computer Vision, Xi'an, China, September 23-27, 2009, Revised Selected Papers, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {5996}, pages = {33--42}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-12297-2\_4}, doi = {10.1007/978-3-642-12297-2\_4}, timestamp = {Mon, 27 Mar 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/accv/GengLLH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/accv/LiuSLH09, author = {Risheng Liu and Zhixun Su and Zhouchen Lin and Xiaoyu Hou}, editor = {Hongbin Zha and Rin{-}Ichiro Taniguchi and Stephen J. Maybank}, title = {Lorentzian Discriminant Projection and Its Applications}, booktitle = {Computer Vision - {ACCV} 2009, 9th Asian Conference on Computer Vision, Xi'an, China, September 23-27, 2009, Revised Selected Papers, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {5996}, pages = {311--320}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-12297-2\_30}, doi = {10.1007/978-3-642-12297-2\_30}, timestamp = {Sun, 21 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/accv/LiuSLH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dcc/WuFLZ09, author = {Feng Wu and Jingjing Fu and Zhouchen Lin and Bing Zeng}, editor = {James A. Storer and Michael W. Marcellin}, title = {Analysis on Rate-Distortion Performance of Compressive Sensing for Binary Sparse Source}, booktitle = {2009 Data Compression Conference {(DCC} 2009), 16-18 March 2009, Snowbird, UT, {USA}}, pages = {113--122}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/DCC.2009.24}, doi = {10.1109/DCC.2009.24}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/dcc/WuFLZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/ZhengTLH09, author = {Wenming Zheng and Hao Tang and Zhouchen Lin and Thomas S. Huang}, title = {A novel approach to expression recognition from non-frontal face images}, booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009, Kyoto, Japan, September 27 - October 4, 2009}, pages = {1901--1908}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICCV.2009.5459421}, doi = {10.1109/ICCV.2009.5459421}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/ZhengTLH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ZhengL09, author = {Wenming Zheng and Zhouchen Lin}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation for {EEG} Classification}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {2268--2276}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/c16a5320fa475530d9583c34fd356ef5-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/ZhengL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/bio/WanL09, author = {Liang Wan and Zhouchen Lin}, editor = {Stan Z. Li and Anil K. Jain}, title = {Signature Sample Synthesis}, booktitle = {Encyclopedia of Biometrics}, pages = {1205--1210}, publisher = {Springer {US}}, year = {2009}, url = {https://doi.org/10.1007/978-0-387-73003-5\_7}, doi = {10.1007/978-0-387-73003-5\_7}, timestamp = {Fri, 27 Oct 2017 15:34:05 +0200}, biburl = {https://dblp.org/rec/reference/bio/WanL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/LinHTT08, author = {Zhouchen Lin and Junfeng He and Xiaoou Tang and Chi{-}Keung Tang}, title = {Limits of Learning-Based Superresolution Algorithms}, journal = {Int. J. Comput. Vis.}, volume = {80}, number = {3}, pages = {406--420}, year = {2008}, url = {https://doi.org/10.1007/s11263-008-0148-2}, doi = {10.1007/S11263-008-0148-2}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/LinHTT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mms/WanFLWL08, author = {Liang Wan and Wei Feng and Zhouchen Lin and Tien{-}Tsin Wong and Zhi{-}Qiang Liu}, title = {Perceptual image preview}, journal = {Multim. Syst.}, volume = {14}, number = {4}, pages = {195--204}, year = {2008}, url = {https://doi.org/10.1007/s00530-008-0114-4}, doi = {10.1007/S00530-008-0114-4}, timestamp = {Sun, 06 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mms/WanFLWL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/WangZTLLDGS08, author = {Jiaping Wang and Shuang Zhao and Xin Tong and Stephen Lin and Zhouchen Lin and Yue Dong and Baining Guo and Heung{-}Yeung Shum}, title = {Modeling and rendering of heterogeneous translucent materials using the diffusion equation}, journal = {{ACM} Trans. Graph.}, volume = {27}, number = {1}, pages = {9:1--9:18}, year = {2008}, url = {https://doi.org/10.1145/1330511.1330520}, doi = {10.1145/1330511.1330520}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/WangZTLLDGS08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ZhaoLT08, author = {Deli Zhao and Zhouchen Lin and Xiaoou Tang}, title = {Classification via semi-Riemannian spaces}, booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/CVPR.2008.4587346}, doi = {10.1109/CVPR.2008.4587346}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ZhaoLT08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LinW07, author = {Zhouchen Lin and Liang Wan}, title = {Style-preserving English handwriting synthesis}, journal = {Pattern Recognit.}, volume = {40}, number = {7}, pages = {2097--2109}, year = {2007}, url = {https://doi.org/10.1016/j.patcog.2006.11.024}, doi = {10.1016/J.PATCOG.2006.11.024}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LinW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/LinWWKF07, author = {Zhouchen Lin and Lifeng Wang and Yunbo Wang and Sing Bing Kang and Tian Fang}, title = {High Resolution Animated Scenes from Stills}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {13}, number = {3}, pages = {562--568}, year = {2007}, url = {https://doi.org/10.1109/TVCG.2007.1005}, doi = {10.1109/TVCG.2007.1005}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/LinWWKF07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ZhaoLXT07, author = {Deli Zhao and Zhouchen Lin and Rong Xiao and Xiaoou Tang}, title = {Linear Laplacian Discrimination for Feature Extraction}, booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota, {USA}}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/CVPR.2007.383125}, doi = {10.1109/CVPR.2007.383125}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ZhaoLXT07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/Ben-EzraLW07, author = {Moshe Ben{-}Ezra and Zhouchen Lin and Bennett Wilburn}, title = {Penrose Pixels Super-Resolution in the Detector Layout Domain}, booktitle = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007, Rio de Janeiro, Brazil, October 14-20, 2007}, pages = {1--8}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICCV.2007.4408888}, doi = {10.1109/ICCV.2007.4408888}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/Ben-EzraLW07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LinHTT07, author = {Zhouchen Lin and Junfeng He and Xiaoou Tang and Chi{-}Keung Tang}, title = {Limits of Learning-Based Superresolution Algorithms}, booktitle = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007, Rio de Janeiro, Brazil, October 14-20, 2007}, pages = {1--8}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICCV.2007.4409063}, doi = {10.1109/ICCV.2007.4409063}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LinHTT07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/ZhaoLT07, author = {Deli Zhao and Zhouchen Lin and Xiaoou Tang}, title = {Contextual Distance for Data Perception}, booktitle = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007, Rio de Janeiro, Brazil, October 14-20, 2007}, pages = {1--8}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICCV.2007.4408854}, doi = {10.1109/ICCV.2007.4408854}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/ZhaoLT07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/ZhaoLT07a, author = {Deli Zhao and Zhouchen Lin and Xiaoou Tang}, title = {Laplacian {PCA} and Its Applications}, booktitle = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007, Rio de Janeiro, Brazil, October 14-20, 2007}, pages = {1--8}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICCV.2007.4409096}, doi = {10.1109/ICCV.2007.4409096}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/ZhaoLT07a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WrightTLMS07, author = {John Wright and Yangyu Tao and Zhouchen Lin and Yi Ma and Heung{-}Yeung Shum}, editor = {John C. Platt and Daphne Koller and Yoram Singer and Sam T. Roweis}, title = {Classification via Minimum Incremental Coding Length {(MICL)}}, booktitle = {Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007}, pages = {1633--1640}, publisher = {Curran Associates, Inc.}, year = {2007}, url = {https://proceedings.neurips.cc/paper/2007/hash/37693cfc748049e45d87b8c7d8b9aacd-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WrightTLMS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LinS06, author = {Zhouchen Lin and Heung{-}Yeung Shum}, title = {Response to the Comments on "Fundamental Limits of Reconstruction-Based Superresolution Algorithms under Local Translation'}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {28}, number = {5}, pages = {847}, year = {2006}, url = {https://doi.org/10.1109/TPAMI.2006.105}, doi = {10.1109/TPAMI.2006.105}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LinS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LinHZWS06, author = {Zhouchen Lin and Junfeng He and Zhicheng Zhong and Rongrong Wang and Heung{-}Yeung Shum}, title = {Table Detection in Online Ink Notes}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {28}, number = {8}, pages = {1341--1346}, year = {2006}, url = {https://doi.org/10.1109/TPAMI.2006.173}, doi = {10.1109/TPAMI.2006.173}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/LinHZWS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/LinWS06, author = {Zhouchen Lin and Rongrong Wang and Heung{-}Yeung Shum}, title = {Rule-based cleanup of on-line English ink notes}, journal = {Pattern Recognit.}, volume = {39}, number = {6}, pages = {1074--1087}, year = {2006}, url = {https://doi.org/10.1016/j.patcog.2005.08.013}, doi = {10.1016/J.PATCOG.2005.08.013}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/LinWS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/HeLWT06, author = {Junfeng He and Zhouchen Lin and Lifeng Wang and Xiaoou Tang}, editor = {Ales Leonardis and Horst Bischof and Axel Pinz}, title = {Detecting Doctored {JPEG} Images Via {DCT} Coefficient Analysis}, booktitle = {Computer Vision - {ECCV} 2006, 9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {3953}, pages = {423--435}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/11744078\_33}, doi = {10.1007/11744078\_33}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/HeLWT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/siggraph/WangLFYYK06, author = {Lifeng Wang and Zhouchen Lin and Tian Fang and Xu Yang and Xuan Yu and Sing Bing Kang}, editor = {John W. Finnegan and Hanspeter Pfister}, title = {Real-time rendering of realistic rain}, booktitle = {International Conference on Computer Graphics and Interactive Techniques, {SIGGRAPH} 2006, Boston, Massachusetts, USA, July 30 - August 3, 2006, Sketches}, pages = {156}, publisher = {{ACM}}, year = {2006}, url = {https://doi.org/10.1145/1179849.1180044}, doi = {10.1145/1179849.1180044}, timestamp = {Fri, 12 Mar 2021 11:23:04 +0100}, biburl = {https://dblp.org/rec/conf/siggraph/WangLFYYK06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jgtools/LinCSW05, author = {Zhouchen Lin and Hai{-}Tao Chen and Heung{-}Yeung Shum and Jian Wang}, title = {Prefiltering Two-Dimensional Polygons without Clipping}, journal = {J. Graph. Tools}, volume = {10}, number = {1}, pages = {17--26}, year = {2005}, url = {https://doi.org/10.1080/2151237X.2005.10129189}, doi = {10.1080/2151237X.2005.10129189}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jgtools/LinCSW05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jgtools/LinCSW05a, author = {Zhouchen Lin and Hai{-}Tao Chen and Heung{-}Yeung Shum and Jian Wang}, title = {Optimal Polynomial Filters}, journal = {J. Graph. Tools}, volume = {10}, number = {1}, pages = {27--38}, year = {2005}, url = {https://doi.org/10.1080/2151237X.2005.10129191}, doi = {10.1080/2151237X.2005.10129191}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jgtools/LinCSW05a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LintWTS05, author = {Zhouchen Lin and Rongrong Wang and Xiaoou Tang and Heung{-}Yeung Shum}, title = {Detecting Doctored Images Using Camera Response Normality and Consistency}, booktitle = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}}, pages = {1087--1092}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/CVPR.2005.125}, doi = {10.1109/CVPR.2005.125}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LintWTS05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/LinS04, author = {Zhouchen Lin and Heung{-}Yeung Shum}, title = {A Geometric Analysis of Light Field Rendering}, journal = {Int. J. Comput. Vis.}, volume = {58}, number = {2}, pages = {121--138}, year = {2004}, url = {https://doi.org/10.1023/B:VISI.0000015916.91741.27}, doi = {10.1023/B:VISI.0000015916.91741.27}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/LinS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/LinS04, author = {Zhouchen Lin and Heung{-}Yeung Shum}, title = {Fundamental Limits of Reconstruction-Based Superresolution Algorithms under Local Translation}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {26}, number = {1}, pages = {83--97}, year = {2004}, url = {http://doi.ieeecomputersociety.org/10.1109/TPAMI.2004.10003}, doi = {10.1109/TPAMI.2004.10003}, timestamp = {Wed, 26 Oct 2011 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/LinS04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cg/DengWLFD03, author = {Ke Deng and Lifeng Wang and Zhouchen Lin and Tao Feng and Zhidong Deng}, title = {Correction and rectification of light fields}, journal = {Comput. Graph.}, volume = {27}, number = {2}, pages = {169--177}, year = {2003}, url = {https://doi.org/10.1016/S0097-8493(02)00274-1}, doi = {10.1016/S0097-8493(02)00274-1}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cg/DengWLFD03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/LinWS02, author = {Zhouchen Lin and Tien{-}Tsin Wong and Heung{-}Yeung Shum}, title = {Relighting with the Reflected Irradiance Field: Representation, Sampling and Reconstruction}, journal = {Int. J. Comput. Vis.}, volume = {49}, number = {2-3}, pages = {229--246}, year = {2002}, url = {https://doi.org/10.1023/A:1020153824351}, doi = {10.1023/A:1020153824351}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/LinWS02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LinWS01, author = {Zhouchen Lin and Tien{-}Tsin Wong and Heung{-}Yeung Shum}, title = {Relighting with the Reflected Irradiance Field: Representation, Sampling and Reconstruction}, booktitle = {2001 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2001), with CD-ROM, 8-14 December 2001, Kauai, HI, {USA}}, pages = {561--567}, publisher = {{IEEE} Computer Society}, year = {2001}, url = {https://doi.org/10.1109/CVPR.2001.990523}, doi = {10.1109/CVPR.2001.990523}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LinWS01.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LinS01a, author = {Zhouchen Lin and Heung{-}Yeung Shum}, title = {On the Fundamental Limits of Reconstruction-Based Super-Resolution Algorithms}, booktitle = {2001 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2001), with CD-ROM, 8-14 December 2001, Kauai, HI, {USA}}, pages = {1171}, publisher = {{IEEE} Computer Society}, year = {2001}, url = {https://doi.org/10.1109/CVPR.2001.990663}, doi = {10.1109/CVPR.2001.990663}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LinS01a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/LinS00, author = {Zhouchen Lin and Heung{-}Yeung Shum}, title = {On the Number of Samples Needed in Light Field Rendering with Constant-Depth Assumption}, booktitle = {2000 Conference on Computer Vision and Pattern Recognition {(CVPR} 2000), 13-15 June 2000, Hilton Head, SC, {USA}}, pages = {1588}, publisher = {{IEEE} Computer Society}, year = {2000}, url = {https://doi.org/10.1109/CVPR.2000.855873}, doi = {10.1109/CVPR.2000.855873}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/LinS00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iciap/LinS99, author = {Zhouchen Lin and Qingyun Shi}, title = {An Anisotropic Diffusion {PDE} for Noise Reduction and Thin Edge Preservation}, booktitle = {1oth International Conference on Image Analysis and Processing {(ICIAP} 1999), 27-29 September 1999, Venice, Italy}, pages = {102--107}, publisher = {{IEEE} Computer Society}, year = {1999}, url = {https://doi.org/10.1109/ICIAP.1999.797578}, doi = {10.1109/ICIAP.1999.797578}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iciap/LinS99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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