Mathilde Caron
Mathilde Caron
Inria / FAIR
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Cited by
Cited by
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
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
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
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
Resmlp: Feedforward networks for image classification with data-efficient training
H Touvron, P Bojanowski, M Caron, M Cord, A El-Nouby, E Grave, ...
arXiv preprint arXiv:2105.03404, 2021
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
Pruning convolutional neural networks with self-supervision
M Caron, A Morcos, P Bojanowski, J Mairal, A Joulin
arXiv preprint arXiv:2001.03554, 2020
XCiT: Cross-Covariance Image Transformers
A El-Nouby, H Touvron, M Caron, P Bojanowski, M Douze, A Joulin, ...
arXiv preprint arXiv:2106.09681, 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
Unsupervised representation learning with clustering in deep convolutional networks
M Caron
IM Priya Goyal, Benjamin Lefaudeux, Mannat Singh, Jeremy Reizenstein ..., 2021
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