| 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 | 1441 | 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 | 895 | 2020 |
| 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 | 399 | 2021 |
| 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 | 164 | 2019 |
| 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 | 79 | 2021 |
| 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 | 64 | 2021 |
| Vissl P Goyal, Q Duval, J Reizenstein, M Leavitt, M Xu, B Lefaudeux, M Singh, ... | 25 | 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 Proceedings of the International Conference on Computer Vision (ICCV), 2021 | 24 | 2021 |
| 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 | 10 | 2021 |
| Pruning convolutional neural networks with self-supervision M Caron, A Morcos, P Bojanowski, J Mairal, A Joulin arXiv preprint arXiv:2001.03554, 2020 | 9 | 2020 |
| 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 | 4 | 2022 |
| Unsupervised representation learning with clustering in deep convolutional networks M Caron | 1 | 2018 |
| 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 |
