Mathilde Caron
Mathilde Caron
Inria / FAIR
Verified email at fb.com
Title
Cited by
Cited by
Year
Deep clustering for unsupervised learning of visual features
M Caron, P Bojanowski, A Joulin, M Douze
Proceedings of the European Conference on Computer Vision (ECCV), 132-149, 2018
7312018
Unsupervised learning of visual features by contrasting cluster assignments
M Caron, I Misra, J Mairal, P Goyal, P Bojanowski, A Joulin
Proceedings of Advances in Neural Information Processing Systems (NeurIPS), 2020
1412020
Unsupervised Pre-Training of Image Features on Non-Curated Data
M Caron, P Bojanowski, J Mairal, A Joulin
Proceedings of the International Conference on Computer Vision (ICCV), 2019
792019
Self-supervised pretraining of visual features in the wild
P Goyal, M Caron, B Lefaudeux, M Xu, P Wang, V Pai, M Singh, ...
arXiv preprint arXiv:2103.01988, 2021
82021
Pruning convolutional neural networks with self-supervision
M Caron, A Morcos, P Bojanowski, J Mairal, A Joulin
arXiv preprint arXiv:2001.03554, 2020
82020
Unsupervised representation learning with clustering in deep convolutional networks
M Caron
12018
Emerging Properties in Self-Supervised Vision Transformers
M Caron, H Touvron, I Misra, H Jégou, J Mairal, P Bojanowski, A Joulin
arXiv preprint arXiv:2104.14294, 2021
2021
Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples
M Assran, M Caron, I Misra, P Bojanowski, A Joulin, N Ballas, M Rabbat
arXiv preprint arXiv:2104.13963, 2021
2021
VISSL
IM Priya Goyal, Benjamin Lefaudeux, Mannat Singh, Jeremy Reizenstein ...
https://github.com/facebookresearch/vissl, 2021
2021
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