| Online learning for matrix factorization and sparse coding J Mairal, F Bach, J Ponce, G Sapiro Journal of Machine Learning Research (JMLR) 11, 19-60, 2010 | 2862 | 2010 |
| Online dictionary learning for sparse coding J Mairal, F Bach, J Ponce, G Sapiro International Conference on Machine Learning (ICML), 2009 | 2336 | 2009 |
| Sparse representation for computer vision and pattern recognition J Wright, Y Ma, J Mairal, G Sapiro, TS Huang, S Yan Proceedings of the IEEE 98 (6), 1031-1044, 2010 | 2069 | 2010 |
| Sparse representation for color image restoration J Mairal, M Elad, G Sapiro IEEE Transactions on Image Processing 17 (1), 53-69, 2008 | 1926 | 2008 |
| Non-local sparse models for image restoration J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman International Conference on Computer Vision (ICCV), 2009 | 1812 | 2009 |
| Supervised dictionary learning J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman Advances in Neural Information Processing Systems (NIPS), 2008 | 1344 | 2008 |
| Optimization with sparsity-inducing penalties F Bach, R Jenatton, J Mairal, G Obozinski Foundation and Trends in Machine Learning 4 (1), 1--106, 2012 | 1092 | 2012 |
| Discriminative learned dictionaries for local image analysis J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008 | 965 | 2008 |
| Task-driven dictionary learning J Mairal, F Bach, J Ponce IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 34 (4 …, 2012 | 946 | 2012 |
| Learning Multiscale Sparse Representations for Image and Video Restoration J Mairal, G Sapiro, M Elad SIAM Multiscale Modeling and Simulation 7 (1), 214--241, 2008 | 602 | 2008 |
| Sparse Modeling for Image and Vision Processing J Mairal, F Bach, J Ponce Foundations and Trends® in Computer Graphics and Vision 8 (2-3), 85-283, 2014 | 512 | 2014 |
| Proximal methods for sparse hierarchical dictionary learning R Jenatton, J Mairal, G Obozinski, F Bach International Conference on Machine Learning (ICML), 2010 | 460 | 2010 |
| Unsupervised Learning of Visual Features by Contrasting Cluster Assignments M Caron, I Misra, J Mairal, P Goyal, P Bojanowski, A Joulin Adv. Neural Information Processing Systems (NeurIPS), 2020 | 406 | 2020 |
| A Universal Catalyst for First-Order Optimization H Lin, J Mairal, Z Harchaoui Advances in Neural Information Processing Systems (NIPS), 2015 | 402 | 2015 |
| Convex optimization with sparsity-inducing norms F Bach, R Jenatton, J Mairal, G Obozinski Optimization for Machine Learning, 2011 | 391 | 2011 |
| Convolutional Kernel Networks J Mairal, P Koniusz, Z Harchaoui, C Schmid Advances Neural Information Processing Systems (NIPS), 2014 | 388 | 2014 |
| Proximal methods for hierarchical sparse coding R Jenatton, J Mairal, G Obozinski, F Bach Journal of Machine Learning Research (JMLR) 12, 2297-2334, 2011 | 373 | 2011 |
| Structured sparsity through convex optimization F Bach, R Jenatton, J Mairal, G Obozinski Statistical Science 27 (4), 450--468, 2012 | 352 | 2012 |
| Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning J Mairal SIAM Journal on Optimization 25 (2), 829--855, 2015 | 286 | 2015 |
| Discriminative sparse image models for class-specific edge detection and image interpretation J Mairal, M Leordeanu, F Bach, M Hebert, J Ponce Proceedings of the European Conference on Computer Vision (ECCV), 2008 | 269 | 2008 |
Francis BachInria - Ecole Normale SupérieureVerified email at inria.fr
