Julien Mairal

Statistics

Publications

Citations

26.4K

H-Index

Active since

2006

Affiliations

Institut national de recherche en sciences et technologies du numérique(Current)

Centre National de la Recherche Scientifique

Université Grenoble Alpes

Centre Inria de l'Université Grenoble Alpes

Laboratoire Jean Kuntzmann

Julien Mairal is an author at Institut national de recherche en sciences et technologies du numérique specializing in computer science, computing, and machine learning.

ORCID

Publications per year

2006–2025

Publications

Emerging Properties in Self-Supervised Vision Transformers

Mathilde Caron, Hugo Touvron, Ishan Misra et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 5K citations · Full text

Computing, Computer Science, Computer Vision +13

Online Learning for Matrix Factorization and Sparse Coding

Julien Mairal, Francis Bach, Jean Ponce et al. · 2010 · 2.3K citations · Full text

Computing, Computer Science, Neuroscience +17

Online dictionary learning for sparse coding

Julien Mairal, Francis Bach, Jean Ponce et al. · 2009 · 2.1K citations · Full text

Computing, Computer Science, Neuroscience +17

Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

Mathilde Caron, Ishan Misra, Julien Mairal et al. · arXiv (Cornell University) · 2020 · 1.9K citations · Full text

Computing, Computer Science, Computer Vision +12

Sparse Representation for Computer Vision and Pattern Recognition

John Wright, Yi Ma, Julien Mairal et al. · Proceedings of the IEEE · 2010 · 1.9K citations

Computing, Computer Science, Computer Vision +16

1–5 of 96