Mathilde Caron
Mathilde Caron
Inria / FAIR
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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
6322018
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
812020
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
652019
Pruning convolutional neural networks with self-supervision
M Caron, A Morcos, P Bojanowski, J Mairal, A Joulin
arXiv preprint arXiv:2001.03554, 2020
72020
Unsupervised representation learning with clustering in deep convolutional networks
M Caron
12018
VISSL
IM Priya Goyal, Benjamin Lefaudeux, Mannat Singh, Jeremy Reizenstein ...
https://github.com/facebookresearch/vissl, 2021
2021
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