Julien Mairal
Institut polytechnique de Grenoble(FR)Centre National de la Recherche Scientifique(FR)Centre National de la Recherche Scientifique(FR)Institut national de recherche en sciences et technologies du numérique(FR)Centre Inria de l'Université Grenoble Alpes(FR)Laboratoire Jean Kuntzmann(FR)Université Grenoble Alpes(FR)
Publications by Year
Research Areas
Sparse and Compressive Sensing Techniques, Stochastic Gradient Optimization Techniques, Domain Adaptation and Few-Shot Learning, Image and Signal Denoising Methods, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Emerging Properties in Self-Supervised Vision Transformers(2021)4,685 cited
- → Online Learning for Matrix Factorization and Sparse Coding(2010)2,338 cited
- → Online dictionary learning for sparse coding(2009)2,124 cited
- → Unsupervised Learning of Visual Features by Contrasting Cluster Assignments(2020)1,908 cited
- → Sparse Representation for Computer Vision and Pattern Recognition(2010)1,863 cited
- → Sparse Representation for Color Image Restoration(2007)1,725 cited
- → Non-local sparse models for image restoration