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Mathilde Caron
Mathilde Caron
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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
14412018
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
8952020
Emerging properties in self-supervised vision transformers
M Caron, H Touvron, I Misra, H Jégou, J Mairal, P Bojanowski, A Joulin
Proceedings of the International Conference on Computer Vision (ICCV), 2021
3992021
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
1642019
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
89*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
792021
Xcit: Cross-covariance image transformers
A Ali, H Touvron, M Caron, P Bojanowski, M Douze, A Joulin, I Laptev, ...
Advances in neural information processing systems 34, 2021
642021
Vissl
P Goyal, Q Duval, J Reizenstein, M Leavitt, M Xu, B Lefaudeux, M Singh, ...
252021
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
Proceedings of the International Conference on Computer Vision (ICCV), 2021
242021
Towards Unsupervised Dense Information Retrieval with Contrastive Learning
G Izacard, M Caron, L Hosseini, S Riedel, P Bojanowski, A Joulin, ...
arXiv preprint arXiv:2112.09118, 2021
102021
Pruning convolutional neural networks with self-supervision
M Caron, A Morcos, P Bojanowski, J Mairal, A Joulin
arXiv preprint arXiv:2001.03554, 2020
92020
Vision models are more robust and fair when pretrained on uncurated images without supervision
P Goyal, Q Duval, I Seessel, M Caron, M Singh, I Misra, L Sagun, A Joulin, ...
arXiv preprint arXiv:2202.08360, 2022
42022
Unsupervised representation learning with clustering in deep convolutional networks
M Caron
12018
Masked Siamese Networks for Label-Efficient Learning
M Assran, M Caron, I Misra, P Bojanowski, F Bordes, P Vincent, A Joulin, ...
arXiv preprint arXiv:2204.07141, 2022
2022
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