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BibTeX records: Julien Mairal
@article{DBLP:journals/corr/abs-2401-12609, author = {Behnood Rasti and Alexandre Zouaoui and Julien Mairal and Jocelyn Chanussot}, title = {Fast Semi-supervised Unmixing using Non-convex Optimization}, journal = {CoRR}, volume = {abs/2401.12609}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.12609}, doi = {10.48550/ARXIV.2401.12609}, eprinttype = {arXiv}, eprint = {2401.12609}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-12609.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-11305, author = {Juliette Marrie and Michael Arbel and Julien Mairal and Diane Larlus}, title = {On Good Practices for Task-Specific Distillation of Large Pretrained Models}, journal = {CoRR}, volume = {abs/2402.11305}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.11305}, doi = {10.48550/ARXIV.2402.11305}, eprinttype = {arXiv}, eprint = {2402.11305}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-11305.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/lgrs/RastiZMC23, author = {Behnood Rasti and Alexandre Zouaoui and Julien Mairal and Jocelyn Chanussot}, title = {SUnAA: Sparse Unmixing Using Archetypal Analysis}, journal = {{IEEE} Geosci. Remote. Sens. Lett.}, volume = {20}, pages = {1--5}, year = {2023}, url = {https://doi.org/10.1109/LGRS.2023.3284221}, doi = {10.1109/LGRS.2023.3284221}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/lgrs/RastiZMC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ZouaouiMRCM23, author = {Alexandre Zouaoui and Gedeon Muhawenayo and Behnood Rasti and Jocelyn Chanussot and Julien Mairal}, title = {Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing}, journal = {{IEEE} Trans. Image Process.}, volume = {32}, pages = {4649--4663}, year = {2023}, url = {https://doi.org/10.1109/TIP.2023.3301769}, doi = {10.1109/TIP.2023.3301769}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/ZouaouiMRCM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/FiniAAAMN023, author = {Enrico Fini and Pietro Astolfi and Karteek Alahari and Xavier Alameda{-}Pineda and Julien Mairal and Moin Nabi and Elisa Ricci}, title = {Semi-supervised learning made simple with self-supervised clustering}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {3187--3197}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.00311}, doi = {10.1109/CVPR52729.2023.00311}, timestamp = {Mon, 28 Aug 2023 16:14:07 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/FiniAAAMN023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/MarrieALM23, author = {Juliette Marrie and Michael Arbel and Diane Larlus and Julien Mairal}, title = {{SLACK:} Stable Learning of Augmentations with Cold-Start and {KL} Regularization}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {24306--24314}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.02328}, doi = {10.1109/CVPR52729.2023.02328}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/MarrieALM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/FlasseurBMPLL23, author = {Olivier Flasseur and Th{\'{e}}o Bodrito and Julien Mairal and Jean Ponce and Maud Langlois and Anne{-}Marie Lagrange}, title = {Combining Multi-Spectral Data With Statistical and Deep-Learning Models for Improved Exoplanet Detection in Direct Imaging at High Contrast}, booktitle = {31st European Signal Processing Conference, {EUSIPCO} 2023, Helsinki, Finland, September 4-8, 2023}, pages = {1723--1727}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.23919/EUSIPCO58844.2023.10289870}, doi = {10.23919/EUSIPCO58844.2023.10289870}, timestamp = {Mon, 06 Nov 2023 12:35:15 +0100}, biburl = {https://dblp.org/rec/conf/eusipco/FlasseurBMPLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ZenatiDMMG23, author = {Houssam Zenati and Eustache Diemert and Matthieu Martin and Julien Mairal and Pierre Gaillard}, editor = {Andreas Krause and Emma Brunskill and Kyunghyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, title = {Sequential Counterfactual Risk Minimization}, booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July 2023, Honolulu, Hawaii, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {202}, pages = {40681--40706}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v202/zenati23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/icml/ZenatiDMMG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/AlakuijalaDMPS23, author = {Minttu Alakuijala and Gabriel Dulac{-}Arnold and Julien Mairal and Jean Ponce and Cordelia Schmid}, title = {Learning Reward Functions for Robotic Manipulation by Observing Humans}, booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA} 2023, London, UK, May 29 - June 2, 2023}, pages = {5006--5012}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICRA48891.2023.10161178}, doi = {10.1109/ICRA48891.2023.10161178}, timestamp = {Tue, 08 Aug 2023 10:24:29 +0200}, biburl = {https://dblp.org/rec/conf/icra/AlakuijalaDMPS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/RastiZMC23, author = {Behnood Rasti and Alexandre Zouaoui and Julien Mairal and Jocelyn Chanussot}, title = {Hysupp: An Open-Source Hyperspectral Unmixing Python Package}, booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2023, Pasadena, CA, USA, July 16-21, 2023}, pages = {1134--1137}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/IGARSS52108.2023.10282368}, doi = {10.1109/IGARSS52108.2023.10282368}, timestamp = {Tue, 07 Nov 2023 16:21:25 +0100}, biburl = {https://dblp.org/rec/conf/igarss/RastiZMC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BeugnotMR23, author = {Gaspard Beugnot and Julien Mairal and Alessandro Rudi}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {GloptiNets: Scalable Non-Convex Optimization with Certificates}, 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/ad350eaaa93c8c3ab762cdc119d12889-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BeugnotMR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-12120, author = {Houssam Zenati and Eustache Diemert and Matthieu Martin and Julien Mairal and Pierre Gaillard}, title = {Sequential Counterfactual Risk Minimization}, journal = {CoRR}, volume = {abs/2302.12120}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.12120}, doi = {10.48550/ARXIV.2302.12120}, eprinttype = {arXiv}, eprint = {2302.12120}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-12120.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-07193, author = {Maxime Oquab and Timoth{\'{e}}e Darcet and Th{\'{e}}o Moutakanni and Huy Vo and Marc Szafraniec and Vasil Khalidov and Pierre Fernandez and Daniel Haziza and Francisco Massa and Alaaeldin El{-}Nouby and Mahmoud Assran and Nicolas Ballas and Wojciech Galuba and Russell Howes and Po{-}Yao Huang and Shang{-}Wen Li and Ishan Misra and Michael G. Rabbat and Vasu Sharma and Gabriel Synnaeve and Hu Xu and Herv{\'{e}} J{\'{e}}gou and Julien Mairal and Patrick Labatut and Armand Joulin and Piotr Bojanowski}, title = {DINOv2: Learning Robust Visual Features without Supervision}, journal = {CoRR}, volume = {abs/2304.07193}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.07193}, doi = {10.48550/ARXIV.2304.07193}, eprinttype = {arXiv}, eprint = {2304.07193}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-07193.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-10933, author = {Romain Menegaux and Emmanuel Jehanno and Margot Selosse and Julien Mairal}, title = {Self-Attention in Colors: Another Take on Encoding Graph Structure in Transformers}, journal = {CoRR}, volume = {abs/2304.10933}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.10933}, doi = {10.48550/ARXIV.2304.10933}, eprinttype = {arXiv}, eprint = {2304.10933}, timestamp = {Tue, 02 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-10933.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-07483, author = {Enrico Fini and Pietro Astolfi and Karteek Alahari and Xavier Alameda{-}Pineda and Julien Mairal and Moin Nabi and Elisa Ricci}, title = {Semi-supervised learning made simple with self-supervised clustering}, journal = {CoRR}, volume = {abs/2306.07483}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.07483}, doi = {10.48550/ARXIV.2306.07483}, eprinttype = {arXiv}, eprint = {2306.07483}, timestamp = {Sat, 17 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-07483.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-09998, author = {Juliette Marrie and Michael Arbel and Diane Larlus and Julien Mairal}, title = {{SLACK:} Stable Learning of Augmentations with Cold-start and {KL} regularization}, journal = {CoRR}, volume = {abs/2306.09998}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.09998}, doi = {10.48550/ARXIV.2306.09998}, eprinttype = {arXiv}, eprint = {2306.09998}, timestamp = {Thu, 22 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-09998.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-12266, author = {Olivier Flasseur and Th{\'{e}}o Bodrito and Julien Mairal and Jean Ponce and Maud Langlois and Anne{-}Marie Lagrange}, title = {Combining multi-spectral data with statistical and deep-learning models for improved exoplanet detection in direct imaging at high contrast}, journal = {CoRR}, volume = {abs/2306.12266}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.12266}, doi = {10.48550/ARXIV.2306.12266}, eprinttype = {arXiv}, eprint = {2306.12266}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-12266.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-14932, author = {Gaspard Beugnot and Julien Mairal and Alessandro Rudi}, title = {GloptiNets: Scalable Non-Convex Optimization with Certificates}, journal = {CoRR}, volume = {abs/2306.14932}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.14932}, doi = {10.48550/ARXIV.2306.14932}, eprinttype = {arXiv}, eprint = {2306.14932}, timestamp = {Mon, 03 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-14932.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-04771, author = {Behnood Rasti and Alexandre Zouaoui and Julien Mairal and Jocelyn Chanussot}, title = {SUnAA: Sparse Unmixing using Archetypal Analysis}, journal = {CoRR}, volume = {abs/2308.04771}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.04771}, doi = {10.48550/ARXIV.2308.04771}, eprinttype = {arXiv}, eprint = {2308.04771}, timestamp = {Tue, 22 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-04771.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-09375, author = {Behnood Rasti and Alexandre Zouaoui and Julien Mairal and Jocelyn Chanussot}, title = {Image Processing and Machine Learning for Hyperspectral Unmixing: An Overview and the HySUPP Python Package}, journal = {CoRR}, volume = {abs/2308.09375}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.09375}, doi = {10.48550/ARXIV.2308.09375}, eprinttype = {arXiv}, eprint = {2308.09375}, timestamp = {Fri, 25 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-09375.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-16588, author = {Timoth{\'{e}}e Darcet and Maxime Oquab and Julien Mairal and Piotr Bojanowski}, title = {Vision Transformers Need Registers}, journal = {CoRR}, volume = {abs/2309.16588}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.16588}, doi = {10.48550/ARXIV.2309.16588}, eprinttype = {arXiv}, eprint = {2309.16588}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-16588.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-17846, author = {Alexandre Araujo and Jean Ponce and Julien Mairal}, title = {Towards Real-World Focus Stacking with Deep Learning}, journal = {CoRR}, volume = {abs/2311.17846}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.17846}, doi = {10.48550/ARXIV.2311.17846}, eprinttype = {arXiv}, eprint = {2311.17846}, timestamp = {Tue, 05 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-17846.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-05190, author = {Bruno Lecouat and Yann Dubois de Mont{-}Marin and Th{\'{e}}o Bodrito and Julien Mairal and Jean Ponce}, title = {Fine Dense Alignment of Image Bursts through Camera Pose and Depth Estimation}, journal = {CoRR}, volume = {abs/2312.05190}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.05190}, doi = {10.48550/ARXIV.2312.05190}, eprinttype = {arXiv}, eprint = {2312.05190}, timestamp = {Wed, 03 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-05190.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/LecouatEPM22, author = {Bruno Lecouat and Thomas Eboli and Jean Ponce and Julien Mairal}, title = {High dynamic range and super-resolution from raw image bursts}, journal = {{ACM} Trans. Graph.}, volume = {41}, number = {4}, pages = {38:1--38:21}, year = {2022}, url = {https://doi.org/10.1145/3528223.3530180}, doi = {10.1145/3528223.3530180}, timestamp = {Fri, 12 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/LecouatEPM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/ZenatiBDMMG22, author = {Houssam Zenati and Alberto Bietti and Eustache Diemert and Julien Mairal and Matthieu Martin and Pierre Gaillard}, editor = {Gustau Camps{-}Valls and Francisco J. R. Ruiz and Isabel Valera}, title = {Efficient Kernelized {UCB} for Contextual Bandits}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2022, 28-30 March 2022, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {151}, pages = {5689--5720}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v151/zenati22a.html}, timestamp = {Sat, 30 Sep 2023 09:34:08 +0200}, biburl = {https://dblp.org/rec/conf/aistats/ZenatiBDMMG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/BeugnotMR22, author = {Gaspard Beugnot and Julien Mairal and Alessandro Rudi}, editor = {Po{-}Ling Loh and Maxim Raginsky}, title = {On the Benefits of Large Learning Rates for Kernel Methods}, booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}}, series = {Proceedings of Machine Learning Research}, volume = {178}, pages = {254--282}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v178/beugnot22a.html}, timestamp = {Tue, 12 Jul 2022 17:36:51 +0200}, biburl = {https://dblp.org/rec/conf/colt/BeugnotMR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/FiniCA0AM22, author = {Enrico Fini and Victor G. Turrisi da Costa and Xavier Alameda{-}Pineda and Elisa Ricci and Karteek Alahari and Julien Mairal}, title = {Self-Supervised Models are Continual Learners}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {9611--9620}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.00940}, doi = {10.1109/CVPR52688.2022.00940}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/FiniCA0AM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ArbelM22, author = {Michael Arbel and Julien Mairal}, title = {Amortized Implicit Differentiation for Stochastic Bilevel Optimization}, 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=3PN4iyXBeF}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ArbelM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ChorariaD0MC22, author = {Moulik Choraria and Leello Tadesse Dadi and Grigorios Chrysos and Julien Mairal and Volkan Cevher}, title = {The Spectral Bias of Polynomial Neural Networks}, 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=P7FLfMLTSEX}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ChorariaD0MC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/BrahamMCMZ22, author = {Nassim Ait Ali Braham and Lichao Mou and Jocelyn Chanussot and Julien Mairal and Xiao Xiang Zhu}, title = {Self Supervised Learning for Few Shot Hyperspectral Image Classification}, booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2022, Kuala Lumpur, Malaysia, July 17-22, 2022}, pages = {267--270}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/IGARSS46834.2022.9884494}, doi = {10.1109/IGARSS46834.2022.9884494}, timestamp = {Tue, 13 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/igarss/BrahamMCMZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ArbelM22, author = {Michael Arbel and Julien Mairal}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Non-Convex Bilevel Games with Critical Point Selection Maps}, 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/349a45f211fb1b3850da1ccd829e869e-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ArbelM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-05638, author = {Houssam Zenati and Alberto Bietti and Eustache Diemert and Julien Mairal and Matthieu Martin and Pierre Gaillard}, title = {Efficient Kernel {UCB} for Contextual Bandits}, journal = {CoRR}, volume = {abs/2202.05638}, year = {2022}, url = {https://arxiv.org/abs/2202.05638}, eprinttype = {arXiv}, eprint = {2202.05638}, timestamp = {Fri, 18 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-05638.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-13473, author = {Moulik Choraria and Leello Tadesse Dadi and Grigorios Chrysos and Julien Mairal and Volkan Cevher}, title = {The Spectral Bias of Polynomial Neural Networks}, journal = {CoRR}, volume = {abs/2202.13473}, year = {2022}, url = {https://arxiv.org/abs/2202.13473}, eprinttype = {arXiv}, eprint = {2202.13473}, timestamp = {Wed, 02 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-13473.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-13733, author = {Gaspard Beugnot and Julien Mairal and Alessandro Rudi}, title = {On the Benefits of Large Learning Rates for Kernel Methods}, journal = {CoRR}, volume = {abs/2202.13733}, year = {2022}, url = {https://arxiv.org/abs/2202.13733}, eprinttype = {arXiv}, eprint = {2202.13733}, timestamp = {Thu, 03 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-13733.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-12117, author = {Nassim Ait Ali Braham and Lichao Mou and Jocelyn Chanussot and Julien Mairal and Xiao Xiang Zhu}, title = {Self Supervised Learning for Few Shot Hyperspectral Image Classification}, journal = {CoRR}, volume = {abs/2206.12117}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.12117}, doi = {10.48550/ARXIV.2206.12117}, eprinttype = {arXiv}, eprint = {2206.12117}, timestamp = {Tue, 13 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-12117.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-14671, author = {Bruno Lecouat and Thomas Eboli and Jean Ponce and Julien Mairal}, title = {High Dynamic Range and Super-Resolution from Raw Image Bursts}, journal = {CoRR}, volume = {abs/2207.14671}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.14671}, doi = {10.48550/ARXIV.2207.14671}, eprinttype = {arXiv}, eprint = {2207.14671}, timestamp = {Tue, 02 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-14671.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-11002, author = {Alexandre Zouaoui and Gedeon Muhawenayo and Behnood Rasti and Jocelyn Chanussot and Julien Mairal}, title = {Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing}, journal = {CoRR}, volume = {abs/2209.11002}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.11002}, doi = {10.48550/ARXIV.2209.11002}, eprinttype = {arXiv}, eprint = {2209.11002}, timestamp = {Thu, 29 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-11002.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-09019, author = {Minttu Alakuijala and Gabriel Dulac{-}Arnold and Julien Mairal and Jean Ponce and Cordelia Schmid}, title = {Learning Reward Functions for Robotic Manipulation by Observing Humans}, journal = {CoRR}, volume = {abs/2211.09019}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.09019}, doi = {10.48550/ARXIV.2211.09019}, eprinttype = {arXiv}, eprint = {2211.09019}, timestamp = {Wed, 23 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-09019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/DvornikMS21, author = {Nikita Dvornik and Julien Mairal and Cordelia Schmid}, title = {On the Importance of Visual Context for Data Augmentation in Scene Understanding}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {43}, number = {6}, pages = {2014--2028}, year = {2021}, url = {https://doi.org/10.1109/TPAMI.2019.2961896}, doi = {10.1109/TPAMI.2019.2961896}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/DvornikMS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/MenschMTV21, author = {Arthur Mensch and Julien Mairal and Bertrand Thirion and Ga{\"{e}}l Varoquaux}, title = {Extracting representations of cognition across neuroimaging studies improves brain decoding}, journal = {PLoS Comput. Biol.}, volume = {17}, number = {5}, year = {2021}, url = {https://doi.org/10.1371/journal.pcbi.1008795}, doi = {10.1371/JOURNAL.PCBI.1008795}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/MenschMTV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LecouatPM21, author = {Bruno Lecouat and Jean Ponce and Julien Mairal}, title = {Lucas-Kanade Reloaded: End-to-End Super-Resolution from Raw Image Bursts}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {2350--2359}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.00237}, doi = {10.1109/ICCV48922.2021.00237}, timestamp = {Fri, 11 Mar 2022 10:01:27 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LecouatPM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/CaronTMJMBJ21, author = {Mathilde Caron and Hugo Touvron and Ishan Misra and Herv{\'{e}} J{\'{e}}gou and Julien Mairal and Piotr Bojanowski and Armand Joulin}, title = {Emerging Properties in Self-Supervised Vision Transformers}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {9630--9640}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.00951}, doi = {10.1109/ICCV48922.2021.00951}, timestamp = {Fri, 11 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/CaronTMJMBJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/MialonCdM21, author = {Gr{\'{e}}goire Mialon and Dexiong Chen and Alexandre d'Aspremont and Julien Mairal}, title = {A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention}, 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=ZK6vTvb84s}, timestamp = {Wed, 23 Jun 2021 17:36:39 +0200}, biburl = {https://dblp.org/rec/conf/iclr/MialonCdM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BodritoZCM21, author = {Th{\'{e}}o Bodrito and Alexandre Zouaoui and Jocelyn Chanussot and Julien Mairal}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {5430--5442}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/2b515e2bdd63b7f034269ad747c93a42-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/BodritoZCM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BeugnotMR21, author = {Gaspard Beugnot and Julien Mairal and Alessandro Rudi}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {28196--28207}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/eda80a3d5b344bc40f3bc04f65b7a357-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/BeugnotMR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-06191, author = {Bruno Lecouat and Jean Ponce and Julien Mairal}, title = {Aliasing is your Ally: End-to-End Super-Resolution from Raw Image Bursts}, journal = {CoRR}, volume = {abs/2104.06191}, year = {2021}, url = {https://arxiv.org/abs/2104.06191}, eprinttype = {arXiv}, eprint = {2104.06191}, timestamp = {Mon, 19 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-06191.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-14294, author = {Mathilde Caron and Hugo Touvron and Ishan Misra and Herv{\'{e}} J{\'{e}}gou and Julien Mairal and Piotr Bojanowski and Armand Joulin}, title = {Emerging Properties in Self-Supervised Vision Transformers}, journal = {CoRR}, volume = {abs/2104.14294}, year = {2021}, url = {https://arxiv.org/abs/2104.14294}, eprinttype = {arXiv}, eprint = {2104.14294}, timestamp = {Tue, 04 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-14294.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-03839, author = {Goutam Bhat and Martin Danelljan and Radu Timofte and Kazutoshi Akita and Wooyeong Cho and Haoqiang Fan and Lanpeng Jia and Daeshik Kim and Bruno Lecouat and Youwei Li and Shuaicheng Liu and Ziluan Liu and Ziwei Luo and Takahiro Maeda and Julien Mairal and Christian Micheloni and Xuan Mo and Takeru Oba and Pavel Ostyakov and Jean Ponce and Sanghyeok Son and Jian Sun and Norimichi Ukita and Rao Muhammad Umer and Youliang Yan and Lei Yu and Magauiya Zhussip and Xueyi Zou}, title = {{NTIRE} 2021 Challenge on Burst Super-Resolution: Methods and Results}, journal = {CoRR}, volume = {abs/2106.03839}, year = {2021}, url = {https://arxiv.org/abs/2106.03839}, eprinttype = {arXiv}, eprint = {2106.03839}, timestamp = {Tue, 08 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-03839.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-05667, author = {Gr{\'{e}}goire Mialon and Dexiong Chen and Margot Selosse and Julien Mairal}, title = {GraphiT: Encoding Graph Structure in Transformers}, journal = {CoRR}, volume = {abs/2106.05667}, year = {2021}, url = {https://arxiv.org/abs/2106.05667}, eprinttype = {arXiv}, eprint = {2106.05667}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-05667.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-08050, author = {Minttu Alakuijala and Gabriel Dulac{-}Arnold and Julien Mairal and Jean Ponce and Cordelia Schmid}, title = {Residual Reinforcement Learning from Demonstrations}, journal = {CoRR}, volume = {abs/2106.08050}, year = {2021}, url = {https://arxiv.org/abs/2106.08050}, eprinttype = {arXiv}, eprint = {2106.08050}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-08050.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-08855, author = {Gaspard Beugnot and Julien Mairal and Alessandro Rudi}, title = {Beyond Tikhonov: Faster Learning with Self-Concordant Losses via Iterative Regularization}, journal = {CoRR}, volume = {abs/2106.08855}, year = {2021}, url = {https://arxiv.org/abs/2106.08855}, eprinttype = {arXiv}, eprint = {2106.08855}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-08855.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-09708, author = {Th{\'{e}}o Bodrito and Alexandre Zouaoui and Jocelyn Chanussot and Julien Mairal}, title = {A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration}, journal = {CoRR}, volume = {abs/2111.09708}, year = {2021}, url = {https://arxiv.org/abs/2111.09708}, eprinttype = {arXiv}, eprint = {2111.09708}, timestamp = {Mon, 22 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-09708.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-14580, author = {Michael Arbel and Julien Mairal}, title = {Amortized Implicit Differentiation for Stochastic Bilevel Optimization}, journal = {CoRR}, volume = {abs/2111.14580}, year = {2021}, url = {https://arxiv.org/abs/2111.14580}, eprinttype = {arXiv}, eprint = {2111.14580}, timestamp = {Thu, 02 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-14580.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-04215, author = {Enrico Fini and Victor G. Turrisi da Costa and Xavier Alameda{-}Pineda and Elisa Ricci and Karteek Alahari and Julien Mairal}, title = {Self-Supervised Models are Continual Learners}, journal = {CoRR}, volume = {abs/2112.04215}, year = {2021}, url = {https://arxiv.org/abs/2112.04215}, eprinttype = {arXiv}, eprint = {2112.04215}, timestamp = {Mon, 13 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-04215.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/KulunchakovM20, author = {Andrei Kulunchakov and Julien Mairal}, title = {Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise}, journal = {J. Mach. Learn. Res.}, volume = {21}, pages = {155:1--155:52}, year = {2020}, url = {http://jmlr.org/papers/v21/19-073.html}, timestamp = {Wed, 18 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jmlr/KulunchakovM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/MialonMd20, author = {Gr{\'{e}}goire Mialon and Julien Mairal and Alexandre d'Aspremont}, editor = {Silvia Chiappa and Roberto Calandra}, title = {Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Functions}, booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]}, series = {Proceedings of Machine Learning Research}, volume = {108}, pages = {3610--3620}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v108/mialon20a.html}, timestamp = {Mon, 29 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/MialonMd20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/LecouatPM20, author = {Bruno Lecouat and Jean Ponce and Julien Mairal}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {Fully Trainable and Interpretable Non-local Sparse Models for Image Restoration}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {XXII}}, series = {Lecture Notes in Computer Science}, volume = {12367}, pages = {238--254}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58542-6\_15}, doi = {10.1007/978-3-030-58542-6\_15}, timestamp = {Tue, 17 Nov 2020 16:51:25 +0100}, biburl = {https://dblp.org/rec/conf/eccv/LecouatPM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/DvornikSM20, author = {Nikita Dvornik and Cordelia Schmid and Julien Mairal}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {Selecting Relevant Features from a Multi-domain Representation for Few-Shot Classification}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {X}}, series = {Lecture Notes in Computer Science}, volume = {12355}, pages = {769--786}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58607-2\_45}, doi = {10.1007/978-3-030-58607-2\_45}, timestamp = {Tue, 10 Nov 2020 13:54:48 +0100}, biburl = {https://dblp.org/rec/conf/eccv/DvornikSM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChenJM20, author = {Dexiong Chen and Laurent Jacob and Julien Mairal}, title = {Convolutional Kernel Networks for Graph-Structured Data}, 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 = {1576--1586}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/chen20h.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/ChenJM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CaronMMGBJ20, author = {Mathilde Caron and Ishan Misra and Julien Mairal and Priya Goyal and Piotr Bojanowski and Armand Joulin}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Unsupervised Learning of Visual Features by Contrasting Cluster Assignments}, 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/70feb62b69f16e0238f741fab228fec2-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/CaronMMGBJ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LecouatPM20, author = {Bruno Lecouat and Jean Ponce and Julien Mairal}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding}, 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/b4edda67f0f57e218a8e766927e3e5c5-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LecouatPM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-03554, author = {Mathilde Caron and Ari Morcos and Piotr Bojanowski and Julien Mairal and Armand Joulin}, title = {Pruning Convolutional Neural Networks with Self-Supervision}, journal = {CoRR}, volume = {abs/2001.03554}, year = {2020}, url = {https://arxiv.org/abs/2001.03554}, eprinttype = {arXiv}, eprint = {2001.03554}, timestamp = {Fri, 17 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-03554.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-05189, author = {Dexiong Chen and Laurent Jacob and Julien Mairal}, title = {Convolutional Kernel Networks for Graph-Structured Data}, journal = {CoRR}, volume = {abs/2003.05189}, year = {2020}, url = {https://arxiv.org/abs/2003.05189}, eprinttype = {arXiv}, eprint = {2003.05189}, timestamp = {Tue, 17 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-05189.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-09338, author = {Nikita Dvornik and Cordelia Schmid and Julien Mairal}, title = {Selecting Relevant Features from a Universal Representation for Few-shot Classification}, journal = {CoRR}, volume = {abs/2003.09338}, year = {2020}, url = {https://arxiv.org/abs/2003.09338}, eprinttype = {arXiv}, eprint = {2003.09338}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-09338.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-11722, author = {Houssam Zenati and Alberto Bietti and Matthieu Martin and Eustache Diemert and Julien Mairal}, title = {Optimization Approaches for Counterfactual Risk Minimization with Continuous Actions}, journal = {CoRR}, volume = {abs/2004.11722}, year = {2020}, url = {https://arxiv.org/abs/2004.11722}, eprinttype = {arXiv}, eprint = {2004.11722}, timestamp = {Wed, 29 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-11722.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-09882, author = {Mathilde Caron and Ishan Misra and Julien Mairal and Priya Goyal and Piotr Bojanowski and Armand Joulin}, title = {Unsupervised Learning of Visual Features by Contrasting Cluster Assignments}, journal = {CoRR}, volume = {abs/2006.09882}, year = {2020}, url = {https://arxiv.org/abs/2006.09882}, eprinttype = {arXiv}, eprint = {2006.09882}, timestamp = {Tue, 23 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-09882.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-12065, author = {Gr{\'{e}}goire Mialon and Dexiong Chen and Alexandre d'Aspremont and Julien Mairal}, title = {An Optimal Transport Kernel for Feature Aggregation and its Relationship to Attention}, journal = {CoRR}, volume = {abs/2006.12065}, year = {2020}, url = {https://arxiv.org/abs/2006.12065}, eprinttype = {arXiv}, eprint = {2006.12065}, timestamp = {Tue, 23 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-12065.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-14859, author = {Bruno Lecouat and Jean Ponce and Julien Mairal}, title = {Designing and Learning Trainable Priors with Non-Cooperative Games}, journal = {CoRR}, volume = {abs/2006.14859}, year = {2020}, url = {https://arxiv.org/abs/2006.14859}, eprinttype = {arXiv}, eprint = {2006.14859}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-14859.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/ChenJM19, author = {Dexiong Chen and Laurent Jacob and Julien Mairal}, title = {Biological sequence modeling with convolutional kernel networks}, journal = {Bioinform.}, volume = {35}, number = {18}, pages = {3294--3302}, year = {2019}, url = {https://doi.org/10.1093/bioinformatics/btz094}, doi = {10.1093/BIOINFORMATICS/BTZ094}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/ChenJM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BiettiM19, author = {Alberto Bietti and Julien Mairal}, title = {Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations}, journal = {J. Mach. Learn. Res.}, volume = {20}, pages = {25:1--25:49}, year = {2019}, url = {http://jmlr.org/papers/v20/18-190.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BiettiM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/LinMH19, author = {Hongzhou Lin and Julien Mairal and Za{\"{\i}}d Harchaoui}, title = {An Inexact Variable Metric Proximal Point Algorithm for Generic Quasi-Newton Acceleration}, journal = {{SIAM} J. Optim.}, volume = {29}, number = {2}, pages = {1408--1443}, year = {2019}, url = {https://doi.org/10.1137/17M1125157}, doi = {10.1137/17M1125157}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamjo/LinMH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/CaronBMJ19, author = {Mathilde Caron and Piotr Bojanowski and Julien Mairal and Armand Joulin}, title = {Unsupervised Pre-Training of Image Features on Non-Curated Data}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2019, Seoul, Korea (South), October 27 - November 2, 2019}, pages = {2959--2968}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCV.2019.00305}, doi = {10.1109/ICCV.2019.00305}, timestamp = {Thu, 05 Mar 2020 10:01:04 +0100}, biburl = {https://dblp.org/rec/conf/iccv/CaronBMJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/DvornikMS19, author = {Nikita Dvornik and Julien Mairal and Cordelia Schmid}, title = {Diversity With Cooperation: Ensemble Methods for Few-Shot Classification}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2019, Seoul, Korea (South), October 27 - November 2, 2019}, pages = {3722--3730}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCV.2019.00382}, doi = {10.1109/ICCV.2019.00382}, timestamp = {Thu, 05 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/DvornikMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/BiettiMCM19, author = {Alberto Bietti and Gr{\'{e}}goire Mialon and Dexiong Chen and Julien Mairal}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {A Kernel Perspective for Regularizing Deep Neural Networks}, 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 = {664--674}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/bietti19a.html}, timestamp = {Tue, 11 Jun 2019 15:37:38 +0200}, biburl = {https://dblp.org/rec/conf/icml/BiettiMCM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/KulunchakovM19, author = {Andrei Kulunchakov and Julien Mairal}, editor = {Kamalika Chaudhuri and Ruslan Salakhutdinov}, title = {Estimate Sequences for Variance-Reduced Stochastic Composite Optimization}, 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 = {3541--3550}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v97/kulunchakov19a.html}, timestamp = {Tue, 11 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/KulunchakovM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/KulunchakovM19, author = {Andrei Kulunchakov and Julien Mairal}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {A Generic Acceleration Framework for Stochastic Composite Optimization}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {12556--12567}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/4a1c2f4dcf2bf76b6b278ae40875d536-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/KulunchakovM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BiettiM19, author = {Alberto Bietti and Julien Mairal}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {On the Inductive Bias of Neural Tangent Kernels}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {12873--12884}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/c4ef9c39b300931b69a36fb3dbb8d60e-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BiettiM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChenJM19, author = {Dexiong Chen and Laurent Jacob and Julien Mairal}, editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alch{\'{e}}{-}Buc and Emily B. Fox and Roman Garnett}, title = {Recurrent Kernel Networks}, booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada}, pages = {13431--13442}, year = {2019}, url = {https://proceedings.neurips.cc/paper/2019/hash/d60743aab4b625940d39b3b51c3c6a78-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ChenJM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recomb/ChenJM19, author = {Dexiong Chen and Laurent Jacob and Julien Mairal}, editor = {Lenore J. Cowen}, title = {Biological Sequence Modeling with Convolutional Kernel Networks}, booktitle = {Research in Computational Molecular Biology - 23rd Annual International Conference, {RECOMB} 2019, Washington, DC, USA, May 5-8, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11467}, pages = {292--293}, publisher = {Springer}, year = {2019}, url = {https://link.springer.com/content/pdf/bbm\%3A978-3-030-17083-7\%2F1.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/recomb/ChenJM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-08788, author = {Andrei Kulunchakov and Julien Mairal}, title = {Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise}, journal = {CoRR}, volume = {abs/1901.08788}, year = {2019}, url = {http://arxiv.org/abs/1901.08788}, eprinttype = {arXiv}, eprint = {1901.08788}, timestamp = {Sun, 03 Feb 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-08788.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-11341, author = {Nikita Dvornik and Cordelia Schmid and Julien Mairal}, title = {Diversity with Cooperation: Ensemble Methods for Few-Shot Classification}, journal = {CoRR}, volume = {abs/1903.11341}, year = {2019}, url = {http://arxiv.org/abs/1903.11341}, eprinttype = {arXiv}, eprint = {1903.11341}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-11341.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-01278, author = {Mathilde Caron and Piotr Bojanowski and Julien Mairal and Armand Joulin}, title = {Leveraging Large-Scale Uncurated Data for Unsupervised Pre-training of Visual Features}, journal = {CoRR}, volume = {abs/1905.01278}, year = {2019}, url = {http://arxiv.org/abs/1905.01278}, eprinttype = {arXiv}, eprint = {1905.01278}, timestamp = {Mon, 27 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-01278.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-02374, author = {Andrei Kulunchakov and Julien Mairal}, title = {Estimate Sequences for Variance-Reduced Stochastic Composite Optimization}, journal = {CoRR}, volume = {abs/1905.02374}, year = {2019}, url = {http://arxiv.org/abs/1905.02374}, eprinttype = {arXiv}, eprint = {1905.02374}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-02374.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-12173, author = {Alberto Bietti and Julien Mairal}, title = {On the Inductive Bias of Neural Tangent Kernels}, journal = {CoRR}, volume = {abs/1905.12173}, year = {2019}, url = {http://arxiv.org/abs/1905.12173}, eprinttype = {arXiv}, eprint = {1905.12173}, timestamp = {Mon, 03 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-12173.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-01164, author = {Andrei Kulunchakov and Julien Mairal}, title = {A Generic Acceleration Framework for Stochastic Composite Optimization}, journal = {CoRR}, volume = {abs/1906.01164}, year = {2019}, url = {http://arxiv.org/abs/1906.01164}, eprinttype = {arXiv}, eprint = {1906.01164}, timestamp = {Fri, 14 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-01164.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-03200, author = {Dexiong Chen and Laurent Jacob and Julien Mairal}, title = {Recurrent Kernel Networks}, journal = {CoRR}, volume = {abs/1906.03200}, year = {2019}, url = {http://arxiv.org/abs/1906.03200}, eprinttype = {arXiv}, eprint = {1906.03200}, timestamp = {Fri, 14 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-03200.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-02456, author = {Bruno Lecouat and Jean Ponce and Julien Mairal}, title = {Revisiting Non Local Sparse Models for Image Restoration}, journal = {CoRR}, volume = {abs/1912.02456}, year = {2019}, url = {http://arxiv.org/abs/1912.02456}, eprinttype = {arXiv}, eprint = {1912.02456}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-02456.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-02566, author = {Gr{\'{e}}goire Mialon and Alexandre d'Aspremont and Julien Mairal}, title = {Screening Data Points in Empirical Risk Minimization via Ellipsoidal Regions and Safe Loss Function}, journal = {CoRR}, volume = {abs/1912.02566}, year = {2019}, url = {http://arxiv.org/abs/1912.02566}, eprinttype = {arXiv}, eprint = {1912.02566}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-02566.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-08165, author = {Julien Mairal}, title = {Cyanure: An Open-Source Toolbox for Empirical Risk Minimization for Python, C++, and soon more}, journal = {CoRR}, volume = {abs/1912.08165}, year = {2019}, url = {http://arxiv.org/abs/1912.08165}, eprinttype = {arXiv}, eprint = {1912.08165}, timestamp = {Tue, 07 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-08165.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/MenschMTV18, author = {Arthur Mensch and Julien Mairal and Bertrand Thirion and Ga{\"{e}}l Varoquaux}, title = {Stochastic Subsampling for Factorizing Huge Matrices}, journal = {{IEEE} Trans. Signal Process.}, volume = {66}, number = {1}, pages = {113--128}, year = {2018}, url = {https://doi.org/10.1109/TSP.2017.2752697}, doi = {10.1109/TSP.2017.2752697}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/MenschMTV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/PaquetteLDMH18, author = {Courtney Paquette and Hongzhou Lin and Dmitriy Drusvyatskiy and Julien Mairal and Za{\"{\i}}d Harchaoui}, editor = {Amos J. Storkey and Fernando P{\'{e}}rez{-}Cruz}, title = {Catalyst for Gradient-based Nonconvex Optimization}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain}, series = {Proceedings of Machine Learning Research}, volume = {84}, pages = {613--622}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v84/paquette18a.html}, timestamp = {Wed, 03 Apr 2019 18:17:22 +0200}, biburl = {https://dblp.org/rec/conf/aistats/PaquetteLDMH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/DvornikMS18, author = {Nikita Dvornik and Julien Mairal and Cordelia Schmid}, editor = {Vittorio Ferrari and Martial Hebert and Cristian Sminchisescu and Yair Weiss}, title = {Modeling Visual Context Is Key to Augmenting Object Detection Datasets}, booktitle = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part {XII}}, series = {Lecture Notes in Computer Science}, volume = {11216}, pages = {375--391}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-01258-8\_23}, doi = {10.1007/978-3-030-01258-8\_23}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/eccv/DvornikMS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/WynenSM18, author = {Daan Wynen and Cordelia Schmid and Julien Mairal}, editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicol{\`{o}} Cesa{-}Bianchi and Roman Garnett}, title = {Unsupervised Learning of Artistic Styles with Archetypal Style Analysis}, 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 = {6584--6593}, year = {2018}, url = {https://proceedings.neurips.cc/paper/2018/hash/09060616068d2b9544dc33f2fbe4ce2d-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/WynenSM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-11155, author = {Daan Wynen and Cordelia Schmid and Julien Mairal}, title = {Unsupervised Learning of Artistic Styles with Archetypal Style Analysis}, journal = {CoRR}, volume = {abs/1805.11155}, year = {2018}, url = {http://arxiv.org/abs/1805.11155}, eprinttype = {arXiv}, eprint = {1805.11155}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-11155.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-07428, author = {Nikita Dvornik and Julien Mairal and Cordelia Schmid}, title = {Modeling Visual Context is Key to Augmenting Object Detection Datasets}, journal = {CoRR}, volume = {abs/1807.07428}, year = {2018}, url = {http://arxiv.org/abs/1807.07428}, eprinttype = {arXiv}, eprint = {1807.07428}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-07428.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-02492, author = {Nikita Dvornik and Julien Mairal and Cordelia Schmid}, title = {On the Importance of Visual Context for Data Augmentation in Scene Understanding}, journal = {CoRR}, volume = {abs/1809.02492}, year = {2018}, url = {http://arxiv.org/abs/1809.02492}, eprinttype = {arXiv}, eprint = {1809.02492}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-02492.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-06035, author = {Arthur Mensch and Julien Mairal and Bertrand Thirion and Ga{\"{e}}l Varoquaux}, title = {Extracting Universal Representations of Cognition across Brain-Imaging Studies}, journal = {CoRR}, volume = {abs/1809.06035}, year = {2018}, url = {http://arxiv.org/abs/1809.06035}, eprinttype = {arXiv}, eprint = {1809.06035}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-06035.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-00363, author = {Alberto Bietti and Gr{\'{e}}goire Mialon and Julien Mairal}, title = {On Regularization and Robustness of Deep Neural Networks}, journal = {CoRR}, volume = {abs/1810.00363}, year = {2018}, url = {http://arxiv.org/abs/1810.00363}, eprinttype = {arXiv}, eprint = {1810.00363}, timestamp = {Thu, 01 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-00363.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/hal/Mairal17, author = {Julien Mairal}, title = {Large-Scale Machine Learning and Applications. (Apprentissage {\`{a}} grande {\'{e}}chelle et applications)}, year = {2017}, url = {https://tel.archives-ouvertes.fr/tel-01629997}, timestamp = {Wed, 22 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/hal/Mairal17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/PaulinMDHPS17, author = {Mattis Paulin and Julien Mairal and Matthijs Douze and Za{\"{\i}}d Harchaoui and Florent Perronnin and Cordelia Schmid}, title = {Convolutional Patch Representations for Image Retrieval: An Unsupervised Approach}, journal = {Int. J. Comput. Vis.}, volume = {121}, number = {1}, pages = {149--168}, year = {2017}, url = {https://doi.org/10.1007/s11263-016-0924-3}, doi = {10.1007/S11263-016-0924-3}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/PaulinMDHPS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LinMH17, author = {Hongzhou Lin and Julien Mairal and Za{\"{\i}}d Harchaoui}, title = {Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice}, journal = {J. Mach. Learn. Res.}, volume = {18}, pages = {212:1--212:54}, year = {2017}, url = {http://jmlr.org/papers/v18/17-748.html}, timestamp = {Wed, 10 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LinMH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/DvornikSMS17, author = {Nikita Dvornik and Konstantin Shmelkov and Julien Mairal and Cordelia Schmid}, title = {BlitzNet: {A} Real-Time Deep Network for Scene Understanding}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {4174--4182}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.447}, doi = {10.1109/ICCV.2017.447}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/DvornikSMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BiettiM17, author = {Alberto Bietti and Julien Mairal}, 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 = {Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure}, 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 = {1623--1633}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/82b8a3434904411a9fdc43ca87cee70c-Abstract.html}, timestamp = {Thu, 21 Jan 2021 13:58:27 +0100}, biburl = {https://dblp.org/rec/conf/nips/BiettiM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MenschMBTV17, author = {Arthur Mensch and Julien Mairal and Danilo Bzdok and Bertrand Thirion and Ga{\"{e}}l Varoquaux}, 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 = {Learning Neural Representations of Human Cognition across Many fMRI Studies}, 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 = {5883--5893}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/908c9a564a86426585b29f5335b619bc-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MenschMBTV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/BiettiM17a, author = {Alberto Bietti and Julien Mairal}, 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 = {Invariance and Stability of Deep Convolutional Representations}, 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 = {6210--6220}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/38ed162a0dbef7b3fe0f628aa08b90e7-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/BiettiM17a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MenschMTV17, author = {Arthur Mensch and Julien Mairal and Bertrand Thirion and Ga{\"{e}}l Varoquaux}, title = {Stochastic Subsampling for Factorizing Huge Matrices}, journal = {CoRR}, volume = {abs/1701.05363}, year = {2017}, url = {http://arxiv.org/abs/1701.05363}, eprinttype = {arXiv}, eprint = {1701.05363}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MenschMTV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BiettiM17, author = {Alberto Bietti and Julien Mairal}, title = {Group Invariance and Stability to Deformations of Deep Convolutional Representations}, journal = {CoRR}, volume = {abs/1706.03078}, year = {2017}, url = {http://arxiv.org/abs/1706.03078}, eprinttype = {arXiv}, eprint = {1706.03078}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BiettiM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-02813, author = {Nikita Dvornik and Konstantin Shmelkov and Julien Mairal and Cordelia Schmid}, title = {BlitzNet: {A} Real-Time Deep Network for Scene Understanding}, journal = {CoRR}, volume = {abs/1708.02813}, year = {2017}, url = {http://arxiv.org/abs/1708.02813}, eprinttype = {arXiv}, eprint = {1708.02813}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-02813.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-11438, author = {Arthur Mensch and Julien Mairal and Danilo Bzdok and Bertrand Thirion and Ga{\"{e}}l Varoquaux}, title = {Learning Neural Representations of Human Cognition across Many fMRI Studies}, journal = {CoRR}, volume = {abs/1710.11438}, year = {2017}, url = {http://arxiv.org/abs/1710.11438}, eprinttype = {arXiv}, eprint = {1710.11438}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-11438.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ercim/MenschMTV17, author = {Arthur Mensch and Julien Mairal and Bertrand Thirion and Ga{\"{e}}l Varoquaux}, title = {Subsampling Enables Fast Factorisation of Huge Matrices into Sparse Signals}, journal = {{ERCIM} News}, volume = {2017}, number = {108}, year = {2017}, url = {http://ercim-news.ercim.eu/en108/r-i/subsampling-enables-fast-factorisation-of-huge-matrices-into-sparse-signals}, timestamp = {Wed, 22 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ercim/MenschMTV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/TillmannEM16, author = {Andreas M. Tillmann and Yonina C. Eldar and Julien Mairal}, title = {DOLPHIn - Dictionary Learning for Phase Retrieval}, journal = {{IEEE} Trans. Signal Process.}, volume = {64}, number = {24}, pages = {6485--6500}, year = {2016}, url = {https://doi.org/10.1109/TSP.2016.2607180}, doi = {10.1109/TSP.2016.2607180}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/TillmannEM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/TillmannEM16, author = {Andreas M. Tillmann and Yonina C. Eldar and Julien Mairal}, title = {Dictionary learning from phaseless measurements}, booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016}, pages = {4702--4706}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICASSP.2016.7472569}, doi = {10.1109/ICASSP.2016.7472569}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/TillmannEM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MenschMTV16, author = {Arthur Mensch and Julien Mairal and Bertrand Thirion and Ga{\"{e}}l Varoquaux}, editor = {Maria{-}Florina Balcan and Kilian Q. Weinberger}, title = {Dictionary Learning for Massive Matrix Factorization}, booktitle = {Proceedings of the 33nd International Conference on Machine Learning, {ICML} 2016, New York City, NY, USA, June 19-24, 2016}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {48}, pages = {1737--1746}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v48/mensch16.html}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/conf/icml/MenschMTV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Mairal16, author = {Julien Mairal}, editor = {Daniel D. Lee and Masashi Sugiyama and Ulrike von Luxburg and Isabelle Guyon and Roman Garnett}, title = {End-to-End Kernel Learning with Supervised Convolutional Kernel Networks}, booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain}, pages = {1399--1407}, year = {2016}, url = {https://proceedings.neurips.cc/paper/2016/hash/fc8001f834f6a5f0561080d134d53d29-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Mairal16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/TillmannEM16, author = {Andreas M. Tillmann and Yonina C. Eldar and Julien Mairal}, title = {DOLPHIn - Dictionary Learning for Phase Retrieval}, journal = {CoRR}, volume = {abs/1602.02263}, year = {2016}, url = {http://arxiv.org/abs/1602.02263}, eprinttype = {arXiv}, eprint = {1602.02263}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/TillmannEM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PaulinMDHPS16, author = {Mattis Paulin and Julien Mairal and Matthijs Douze and Za{\"{\i}}d Harchaoui and Florent Perronnin and Cordelia Schmid}, title = {Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach}, journal = {CoRR}, volume = {abs/1603.00438}, year = {2016}, url = {http://arxiv.org/abs/1603.00438}, eprinttype = {arXiv}, eprint = {1603.00438}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PaulinMDHPS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MenschMTV16, author = {Arthur Mensch and Julien Mairal and Bertrand Thirion and Ga{\"{e}}l Varoquaux}, title = {Dictionary Learning for Massive Matrix Factorization}, journal = {CoRR}, volume = {abs/1605.00937}, year = {2016}, url = {http://arxiv.org/abs/1605.00937}, eprinttype = {arXiv}, eprint = {1605.00937}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MenschMTV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Mairal16, author = {Julien Mairal}, title = {End-to-End Kernel Learning with Supervised Convolutional Kernel Networks}, journal = {CoRR}, volume = {abs/1605.06265}, year = {2016}, url = {http://arxiv.org/abs/1605.06265}, eprinttype = {arXiv}, eprint = {1605.06265}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Mairal16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BiettiM16, author = {Alberto Bietti and Julien Mairal}, title = {Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite-Sum Structure}, journal = {CoRR}, volume = {abs/1610.00970}, year = {2016}, url = {http://arxiv.org/abs/1610.00970}, eprinttype = {arXiv}, eprint = {1610.00970}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BiettiM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/BernardJMVV15, author = {Elsa Bernard and Laurent Jacob and Julien Mairal and Eric Viara and Jean{-}Philippe Vert}, title = {A convex formulation for joint {RNA} isoform detection and quantification from multiple RNA-seq samples}, journal = {{BMC} Bioinform.}, volume = {16}, pages = {262:1--262:10}, year = {2015}, url = {https://doi.org/10.1186/s12859-015-0695-9}, doi = {10.1186/S12859-015-0695-9}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/BernardJMVV15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/MairalEB15, author = {Julien Mairal and Michael Elad and Francis R. Bach}, title = {Guest Editorial: Sparse Coding}, journal = {Int. J. Comput. Vis.}, volume = {114}, number = {2-3}, pages = {89--90}, year = {2015}, url = {https://doi.org/10.1007/s11263-015-0845-6}, doi = {10.1007/S11263-015-0845-6}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/MairalEB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamjo/Mairal15, author = {Julien Mairal}, title = {Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning}, journal = {{SIAM} J. Optim.}, volume = {25}, number = {2}, pages = {829--855}, year = {2015}, url = {https://doi.org/10.1137/140957639}, doi = {10.1137/140957639}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamjo/Mairal15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/PaulinDHMPS15, author = {Mattis Paulin and Matthijs Douze and Za{\"{\i}}d Harchaoui and Julien Mairal and Florent Perronnin and Cordelia Schmid}, title = {Local Convolutional Features with Unsupervised Training for Image Retrieval}, booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015, Santiago, Chile, December 7-13, 2015}, pages = {91--99}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICCV.2015.19}, doi = {10.1109/ICCV.2015.19}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/PaulinDHMPS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LinMH15, author = {Hongzhou Lin and Julien Mairal and Za{\"{\i}}d Harchaoui}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {A Universal Catalyst for First-Order Optimization}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {3384--3392}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/c164bbc9d6c72a52c599bbb43d8db8e1-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/LinMH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/BernardJMV14, author = {Elsa Bernard and Laurent Jacob and Julien Mairal and Jean{-}Philippe Vert}, title = {Efficient {RNA} isoform identification and quantification from RNA-Seq data with network flows}, journal = {Bioinform.}, volume = {30}, number = {17}, pages = {2447--2455}, year = {2014}, url = {https://doi.org/10.1093/bioinformatics/btu317}, doi = {10.1093/BIOINFORMATICS/BTU317}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/BernardJMV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftcgv/MairalBP14, author = {Julien Mairal and Francis R. Bach and Jean Ponce}, title = {Sparse Modeling for Image and Vision Processing}, journal = {Found. Trends Comput. Graph. Vis.}, volume = {8}, number = {2-3}, pages = {85--283}, year = {2014}, url = {https://doi.org/10.1561/0600000058}, doi = {10.1561/0600000058}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ftcgv/MairalBP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ChenMH14, author = {Yuansi Chen and Julien Mairal and Za{\"{\i}}d Harchaoui}, title = {Fast and Robust Archetypal Analysis for Representation Learning}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {1478--1485}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.192}, doi = {10.1109/CVPR.2014.192}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ChenMH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/CherianMAS14, author = {Anoop Cherian and Julien Mairal and Karteek Alahari and Cordelia Schmid}, title = {Mixing Body-Part Sequences for Human Pose Estimation}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {2361--2368}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.302}, doi = {10.1109/CVPR.2014.302}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/CherianMAS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/SongGJMHD14, author = {Hyun Oh Song and Ross B. Girshick and Stefanie Jegelka and Julien Mairal and Za{\"{\i}}d Harchaoui and Trevor Darrell}, title = {On learning to localize objects with minimal supervision}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {1611--1619}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/songb14.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/SongGJMHD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MairalKHS14, author = {Julien Mairal and Piotr Koniusz and Za{\"{\i}}d Harchaoui and Cordelia Schmid}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Convolutional Kernel Networks}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {2627--2635}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/81ca0262c82e712e50c580c032d99b60-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MairalKHS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Mairal14, author = {Julien Mairal}, title = {Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning}, journal = {CoRR}, volume = {abs/1402.4419}, year = {2014}, url = {http://arxiv.org/abs/1402.4419}, eprinttype = {arXiv}, eprint = {1402.4419}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Mairal14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SongGJMHD14, author = {Hyun Oh Song and Ross B. Girshick and Stefanie Jegelka and Julien Mairal and Za{\"{\i}}d Harchaoui and Trevor Darrell}, title = {One-Bit Object Detection: On learning to localize objects with minimal supervision}, journal = {CoRR}, volume = {abs/1403.1024}, year = {2014}, url = {http://arxiv.org/abs/1403.1024}, eprinttype = {arXiv}, eprint = {1403.1024}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SongGJMHD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ChenMH14, author = {Yuansi Chen and Julien Mairal and Za{\"{\i}}d Harchaoui}, title = {Fast and Robust Archetypal Analysis for Representation Learning}, journal = {CoRR}, volume = {abs/1405.6472}, year = {2014}, url = {http://arxiv.org/abs/1405.6472}, eprinttype = {arXiv}, eprint = {1405.6472}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ChenMH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MairalKHS14, author = {Julien Mairal and Piotr Koniusz and Za{\"{\i}}d Harchaoui and Cordelia Schmid}, title = {Convolutional Kernel Networks}, journal = {CoRR}, volume = {abs/1406.3332}, year = {2014}, url = {http://arxiv.org/abs/1406.3332}, eprinttype = {arXiv}, eprint = {1406.3332}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MairalKHS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MairalBP14, author = {Julien Mairal and Francis R. Bach and Jean Ponce}, title = {Sparse Modeling for Image and Vision Processing}, journal = {CoRR}, volume = {abs/1411.3230}, year = {2014}, url = {http://arxiv.org/abs/1411.3230}, eprinttype = {arXiv}, eprint = {1411.3230}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MairalBP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MairalY13, author = {Julien Mairal and Bin Yu}, title = {Supervised feature selection in graphs with path coding penalties and network flows}, journal = {J. Mach. Learn. Res.}, volume = {14}, number = {1}, pages = {2449--2485}, year = {2013}, url = {https://dl.acm.org/doi/10.5555/2567709.2567740}, doi = {10.5555/2567709.2567740}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MairalY13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/NelakantiAMBB13, author = {Anil Kumar Nelakanti and C{\'{e}}dric Archambeau and Julien Mairal and Francis R. Bach and Guillaume Bouchard}, title = {Structured Penalties for Log-Linear Language Models}, booktitle = {Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2013, 18-21 October 2013, Grand Hyatt Seattle, Seattle, Washington, USA, {A} meeting of SIGDAT, a Special Interest Group of the {ACL}}, pages = {233--243}, publisher = {{ACL}}, year = {2013}, url = {https://aclanthology.org/D13-1024/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/NelakantiAMBB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Mairal13, author = {Julien Mairal}, title = {Optimization with First-Order Surrogate Functions}, booktitle = {Proceedings of the 30th International Conference on Machine Learning, {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {28}, pages = {783--791}, publisher = {JMLR.org}, year = {2013}, url = {http://proceedings.mlr.press/v28/mairal13.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/Mairal13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Mairal13, author = {Julien Mairal}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {2283--2291}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/4da04049a062f5adfe81b67dd755cecc-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Mairal13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1305-3120, author = {Julien Mairal}, title = {Optimization with First-Order Surrogate Functions}, journal = {CoRR}, volume = {abs/1305.3120}, year = {2013}, url = {http://arxiv.org/abs/1305.3120}, eprinttype = {arXiv}, eprint = {1305.3120}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1305-3120.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Mairal13, author = {Julien Mairal}, title = {Stochastic Majorization-Minimization Optimization with First-Order Surrogate Functions}, journal = {CoRR}, volume = {abs/1306.4650}, year = {2013}, url = {http://arxiv.org/abs/1306.4650}, eprinttype = {arXiv}, eprint = {1306.4650}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Mairal13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ftml/BachJMO12, author = {Francis R. Bach and Rodolphe Jenatton and Julien Mairal and Guillaume Obozinski}, title = {Optimization with Sparsity-Inducing Penalties}, journal = {Found. Trends Mach. Learn.}, volume = {4}, number = {1}, pages = {1--106}, year = {2012}, url = {https://doi.org/10.1561/2200000015}, doi = {10.1561/2200000015}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ftml/BachJMO12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/MairalBP12, author = {Julien Mairal and Francis R. Bach and Jean Ponce}, title = {Task-Driven Dictionary Learning}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {34}, number = {4}, pages = {791--804}, year = {2012}, url = {https://doi.org/10.1109/TPAMI.2011.156}, doi = {10.1109/TPAMI.2011.156}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/MairalBP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MairalY12, author = {Julien Mairal and Bin Yu}, title = {Complexity Analysis of the Lasso Regularization Path}, booktitle = {Proceedings of the 29th International Conference on Machine Learning, {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012}, publisher = {icml.cc / Omnipress}, year = {2012}, url = {http://icml.cc/2012/papers/202.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/MairalY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1204-4539, author = {Julien Mairal and Bin Yu}, title = {Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows}, journal = {CoRR}, volume = {abs/1204.4539}, year = {2012}, url = {http://arxiv.org/abs/1204.4539}, eprinttype = {arXiv}, eprint = {1204.4539}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1204-4539.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-0079, author = {Julien Mairal and Bin Yu}, title = {Complexity Analysis of the Lasso Regularization Path}, journal = {CoRR}, volume = {abs/1205.0079}, year = {2012}, url = {http://arxiv.org/abs/1205.0079}, eprinttype = {arXiv}, eprint = {1205.0079}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-0079.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/JenattonMOB11, author = {Rodolphe Jenatton and Julien Mairal and Guillaume Obozinski and Francis R. Bach}, title = {Proximal Methods for Hierarchical Sparse Coding}, journal = {J. Mach. Learn. Res.}, volume = {12}, pages = {2297--2334}, year = {2011}, url = {https://dl.acm.org/doi/10.5555/1953048.2021074}, doi = {10.5555/1953048.2021074}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/JenattonMOB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MairalJOB11, author = {Julien Mairal and Rodolphe Jenatton and Guillaume Obozinski and Francis R. Bach}, title = {Convex and Network Flow Optimization for Structured Sparsity}, journal = {J. Mach. Learn. Res.}, volume = {12}, pages = {2681--2720}, year = {2011}, url = {https://dl.acm.org/doi/10.5555/1953048.2078191}, doi = {10.5555/1953048.2078191}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MairalJOB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BenoitMBP11, author = {Louise Beno{\^{\i}}t and Julien Mairal and Francis R. Bach and Jean Ponce}, title = {Sparse image representation with epitomes}, booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011}, pages = {2913--2920}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/CVPR.2011.5995636}, doi = {10.1109/CVPR.2011.5995636}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/BenoitMBP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1104-1872, author = {Julien Mairal and Rodolphe Jenatton and Guillaume Obozinski and Francis R. Bach}, title = {Convex and Network Flow Optimization for Structured Sparsity}, journal = {CoRR}, volume = {abs/1104.1872}, year = {2011}, url = {http://arxiv.org/abs/1104.1872}, eprinttype = {arXiv}, eprint = {1104.1872}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1104-1872.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1108-0775, author = {Francis R. Bach and Rodolphe Jenatton and Julien Mairal and Guillaume Obozinski}, title = {Optimization with Sparsity-Inducing Penalties}, journal = {CoRR}, volume = {abs/1108.0775}, year = {2011}, url = {http://arxiv.org/abs/1108.0775}, eprinttype = {arXiv}, eprint = {1108.0775}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1108-0775.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1109-2397, author = {Francis R. Bach and Rodolphe Jenatton and Julien Mairal and Guillaume Obozinski}, title = {Structured sparsity through convex optimization}, journal = {CoRR}, volume = {abs/1109.2397}, year = {2011}, url = {http://arxiv.org/abs/1109.2397}, eprinttype = {arXiv}, eprint = {1109.2397}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1109-2397.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1110-0957, author = {Florent Couzinie{-}Devy and Julien Mairal and Francis R. Bach and Jean Ponce}, title = {Dictionary Learning for Deblurring and Digital Zoom}, journal = {CoRR}, volume = {abs/1110.0957}, year = {2011}, url = {http://arxiv.org/abs/1110.0957}, eprinttype = {arXiv}, eprint = {1110.0957}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1110-0957.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1110-2855, author = {Louise Beno{\^{\i}}t and Julien Mairal and Francis R. Bach and Jean Ponce}, title = {Sparse Image Representation with Epitomes}, journal = {CoRR}, volume = {abs/1110.2855}, year = {2011}, url = {http://arxiv.org/abs/1110.2855}, eprinttype = {arXiv}, eprint = {1110.2855}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1110-2855.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1110-4481, author = {Julien Mairal and Rodolphe Jenatton and Guillaume Obozinski and Francis R. Bach}, title = {Learning Hierarchical and Topographic Dictionaries with Structured Sparsity}, journal = {CoRR}, volume = {abs/1110.4481}, year = {2011}, url = {http://arxiv.org/abs/1110.4481}, eprinttype = {arXiv}, eprint = {1110.4481}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1110-4481.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/MairalBPS10, author = {Julien Mairal and Francis R. Bach and Jean Ponce and Guillermo Sapiro}, title = {Online Learning for Matrix Factorization and Sparse Coding}, journal = {J. Mach. Learn. Res.}, volume = {11}, pages = {19--60}, year = {2010}, url = {https://dl.acm.org/doi/10.5555/1756006.1756008}, doi = {10.5555/1756006.1756008}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/MairalBPS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pieee/WrightMMSHY10, author = {John Wright and Yi Ma and Julien Mairal and Guillermo Sapiro and Thomas S. Huang and Shuicheng Yan}, title = {Sparse Representation for Computer Vision and Pattern Recognition}, journal = {Proc. {IEEE}}, volume = {98}, number = {6}, pages = {1031--1044}, year = {2010}, url = {https://doi.org/10.1109/JPROC.2010.2044470}, doi = {10.1109/JPROC.2010.2044470}, timestamp = {Mon, 01 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pieee/WrightMMSHY10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/JenattonMOB10, author = {Rodolphe Jenatton and Julien Mairal and Guillaume Obozinski and Francis R. Bach}, editor = {Johannes F{\"{u}}rnkranz and Thorsten Joachims}, title = {Proximal Methods for Sparse Hierarchical Dictionary Learning}, booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel}, pages = {487--494}, publisher = {Omnipress}, year = {2010}, url = {https://icml.cc/Conferences/2010/papers/416.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/JenattonMOB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MairalJOB10, author = {Julien Mairal and Rodolphe Jenatton and Guillaume Obozinski and Francis R. Bach}, editor = {John D. Lafferty and Christopher K. I. Williams and John Shawe{-}Taylor and Richard S. Zemel and Aron Culotta}, title = {Network Flow Algorithms for Structured Sparsity}, booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada}, pages = {1558--1566}, publisher = {Curran Associates, Inc.}, year = {2010}, url = {https://proceedings.neurips.cc/paper/2010/hash/537d9b6c927223c796cac288cced29df-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MairalJOB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1008-5209, author = {Julien Mairal and Rodolphe Jenatton and Guillaume Obozinski and Francis R. Bach}, title = {Network Flow Algorithms for Structured Sparsity}, journal = {CoRR}, volume = {abs/1008.5209}, year = {2010}, url = {http://arxiv.org/abs/1008.5209}, eprinttype = {arXiv}, eprint = {1008.5209}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1008-5209.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/MairalBPSZ09, author = {Julien Mairal and Francis R. Bach and Jean Ponce and Guillermo Sapiro and Andrew Zisserman}, title = {Non-local sparse models for image restoration}, booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009, Kyoto, Japan, September 27 - October 4, 2009}, pages = {2272--2279}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICCV.2009.5459452}, doi = {10.1109/ICCV.2009.5459452}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/MairalBPSZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/MairalBPS09, author = {Julien Mairal and Francis R. Bach and Jean Ponce and Guillermo Sapiro}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Online dictionary learning for sparse coding}, booktitle = {Proceedings of the 26th Annual International Conference on Machine Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009}, series = {{ACM} International Conference Proceeding Series}, volume = {382}, pages = {689--696}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553463}, doi = {10.1145/1553374.1553463}, timestamp = {Wed, 28 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/MairalBPS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0908-0050, author = {Julien Mairal and Francis R. Bach and Jean Ponce and Guillermo Sapiro}, title = {Online Learning for Matrix Factorization and Sparse Coding}, journal = {CoRR}, volume = {abs/0908.0050}, year = {2009}, url = {http://arxiv.org/abs/0908.0050}, eprinttype = {arXiv}, eprint = {0908.0050}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0908-0050.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mmas/MairalSE08, author = {Julien Mairal and Guillermo Sapiro and Michael Elad}, title = {Learning Multiscale Sparse Representations for Image and Video Restoration}, journal = {Multiscale Model. Simul.}, volume = {7}, number = {1}, pages = {214--241}, year = {2008}, url = {https://doi.org/10.1137/070697653}, doi = {10.1137/070697653}, timestamp = {Tue, 31 Mar 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mmas/MairalSE08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/MairalES08, author = {Julien Mairal and Michael Elad and Guillermo Sapiro}, title = {Sparse Representation for Color Image Restoration}, journal = {{IEEE} Trans. Image Process.}, volume = {17}, number = {1}, pages = {53--69}, year = {2008}, url = {https://doi.org/10.1109/TIP.2007.911828}, doi = {10.1109/TIP.2007.911828}, timestamp = {Sun, 10 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/MairalES08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/MairalBPSZ08, author = {Julien Mairal and Francis R. Bach and Jean Ponce and Guillermo Sapiro and Andrew Zisserman}, title = {Discriminative learned dictionaries for local image analysis}, 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.2008.4587652}, doi = {10.1109/CVPR.2008.4587652}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/MairalBPSZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/MairalLBHP08, author = {Julien Mairal and Marius Leordeanu and Francis R. Bach and Martial Hebert and Jean Ponce}, editor = {David A. Forsyth and Philip H. S. Torr and Andrew Zisserman}, title = {Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation}, booktitle = {Computer Vision - {ECCV} 2008, 10th European Conference on Computer Vision, Marseille, France, October 12-18, 2008, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {5304}, pages = {43--56}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-88690-7\_4}, doi = {10.1007/978-3-540-88690-7\_4}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/MairalLBHP08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MairalBPSZ08, author = {Julien Mairal and Francis R. Bach and Jean Ponce and Guillermo Sapiro and Andrew Zisserman}, editor = {Daphne Koller and Dale Schuurmans and Yoshua Bengio and L{\'{e}}on Bottou}, title = {Supervised Dictionary Learning}, booktitle = {Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008}, pages = {1033--1040}, publisher = {Curran Associates, Inc.}, year = {2008}, url = {https://proceedings.neurips.cc/paper/2008/hash/c0f168ce8900fa56e57789e2a2f2c9d0-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MairalBPSZ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0809-3083, author = {Julien Mairal and Francis R. Bach and Jean Ponce and Guillermo Sapiro and Andrew Zisserman}, title = {Supervised Dictionary Learning}, journal = {CoRR}, volume = {abs/0809.3083}, year = {2008}, url = {http://arxiv.org/abs/0809.3083}, eprinttype = {arXiv}, eprint = {0809.3083}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0809-3083.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0812-1869, author = {Francis R. Bach and Julien Mairal and Jean Ponce}, title = {Convex Sparse Matrix Factorizations}, journal = {CoRR}, volume = {abs/0812.1869}, year = {2008}, url = {http://arxiv.org/abs/0812.1869}, eprinttype = {arXiv}, eprint = {0812.1869}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0812-1869.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/MairalSE07, author = {Julien Mairal and Guillermo Sapiro and Michael Elad}, title = {Multiscale Sparse Image Representationwith Learned Dictionaries}, booktitle = {Proceedings of the International Conference on Image Processing, {ICIP} 2007, September 16-19, 2007, San Antonio, Texas, {USA}}, pages = {105--108}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/ICIP.2007.4379257}, doi = {10.1109/ICIP.2007.4379257}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icip/MairalSE07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/3dpvt/MairalKC06, author = {Julien Mairal and Renaud Keriven and Alexandre Chariot}, title = {Fast and Efficient Dense Variational Stereo on {GPU}}, booktitle = {3rd International Symposium on 3D Data Processing, Visualization and Transmission {(3DPVT} 2006), 14-16 June 2006, Chapel Hill, North Carolina, {USA}}, pages = {97--104}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/3DPVT.2006.61}, doi = {10.1109/3DPVT.2006.61}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/3dpvt/MairalKC06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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