עקוב אחר
Julien Mairal
Julien Mairal
Inria - Univ. Grenoble Alpes
כתובת אימייל מאומתת בדומיין inria.fr - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Emerging Properties in Self-Supervised Vision Transformers‏
M Caron, H Touvron, I Misra, H Jégou, J Mairal, P Bojanowski, A Joulin‏
International Conference on Computer Vision (ICCV), 2021‏
50802021
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
40672020
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
31302010
Online dictionary learning for sparse coding‏
J Mairal, F Bach, J Ponce, G Sapiro‏
International Conference on Machine Learning (ICML), 2009‏
27692009
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
23192010
Sparse representation for color image restoration‏
J Mairal, M Elad, G Sapiro‏
IEEE Transactions on Image Processing 17 (1), 53-69, 2008‏
21992008
Non-local sparse models for image restoration‏
J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman‏
International Conference on Computer Vision (ICCV), 2009‏
21502009
DINOv2: Learning Robust Visual Features without Supervision‏
M Oquab, T Darcet, T Moutakanni, H Vo, M Szafraniec, V Khalidov, ...‏
Transactions on Machine Learning Research (TMLR), 2024‏
1735*2024
Supervised dictionary learning‏
J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman‏
Advances in Neural Information Processing Systems (NIPS), 2008‏
14602008
Optimization with sparsity-inducing penalties‏
F Bach, R Jenatton, J Mairal, G Obozinski‏
Foundation and Trends in Machine Learning 4 (1), 1--106, 2012‏
13362012
Task-driven dictionary learning‏
J Mairal, F Bach, J Ponce‏
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 34 (4 …, 2012‏
10472012
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
10022008
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
6392008
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
6072014
A Universal Catalyst for First-Order Optimization‏
H Lin, J Mairal, Z Harchaoui‏
Advances in Neural Information Processing Systems (NIPS), 2015‏
4992015
Convolutional Kernel Networks‏
J Mairal, P Koniusz, Z Harchaoui, C Schmid‏
Advances Neural Information Processing Systems (NIPS), 2014‏
4832014
Proximal methods for sparse hierarchical dictionary learning‏
R Jenatton, J Mairal, G Obozinski, F Bach‏
International Conference on Machine Learning (ICML), 2010‏
4752010
Structured sparsity through convex optimization‏
F Bach, R Jenatton, J Mairal, G Obozinski‏
Statistical Science 27 (4), 450--468, 2012‏
4192012
Convex optimization with sparsity-inducing norms‏
F Bach, R Jenatton, J Mairal, G Obozinski‏
Optimization for Machine Learning, 2011‏
4092011
Proximal methods for hierarchical sparse coding‏
R Jenatton, J Mairal, G Obozinski, F Bach‏
Journal of Machine Learning Research (JMLR) 12, 2297-2334, 2011‏
4072011
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מאמרים 1–20