| Training data-efficient image transformers & distillation through attention H Touvron, M Cord, M Douze, F Massa, A Sablayrolles, H Jégou International conference on machine learning, 10347-10357, 2021 | 7721 | 2021 |
| Emerging properties in self-supervised vision transformers M Caron, H Touvron, I Misra, H Jégou, J Mairal, P Bojanowski, A Joulin ICCV 2021 & arXiv preprint arXiv:2104.14294, 2021 | 6145 | 2021 |
| Product quantization for nearest neighbor search H Jegou, M Douze, C Schmid IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (1), 117-128, 2011 | 4650 | 2011 |
| Billion-scale similarity search with GPUs J Johnson, M Douze, H Jégou IEEE Transactions on Big Data, 2021 | 4318 | 2021 |
| Aggregating local descriptors into a compact image representation H Jegou, M Douze, C Schmid, P Pérez IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2010), 3304 …, 2010 | 3355 | 2010 |
| Aggregating local image descriptors into compact codes H Jegou, F Perronnin, M Douze, J Sánchez, P Perez, C Schmid IEEE transactions on pattern analysis and machine intelligence 34 (9), 1704-1716, 2012 | 3023 | 2012 |
| Dinov2: Learning robust visual features without supervision M Oquab, T Darcet, T Moutakanni, H Vo, M Szafraniec, V Khalidov, ... arXiv preprint arXiv:2304.07193, 2023 | 2738* | 2023 |
| Hamming embedding and weak geometric consistency for large scale image search H Jegou, M Douze, C Schmid European Conference on Computer Vision (ECCV) 5302 (Part I), 304-317, 2008 | 2486 | 2008 |
| FastText.zip: Compressing text classification models A Joulin, E Grave, P Bojanowski, M Douze, H Jégou, T Mikolov arXiv preprint arXiv:1612.03651, 2016 | 1765 | 2016 |
| Word translation without parallel data A Conneau, G Lample, MA Ranzato, L Denoyer, H Jégou International Conference on Learning Representations (ICLR 2018), 2018 | 1346 | 2018 |
| Particular object retrieval with integral max-pooling of CNN activations G Tolias, R Sicre, H Jégou International Conference on Learning Representations (ICLR), 2016 | 1222 | 2016 |
| Going deeper with image transformers H Touvron, M Cord, A Sablayrolles, G Synnaeve, H Jégou International Conference on Computer Vision (ICCV'2021), 2021 | 1211 | 2021 |
| Improving bag-of-features for large scale image search H Jégou, M Douze, C Schmid International journal of computer vision 87, 316-336, 2010 | 982 | 2010 |
| LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference B Graham, A El-Nouby, H Touvron, P Stock, A Joulin, H Jégou, M Douze ICCV 2021 & arXiv preprint arXiv:2104.01136, 2021 | 715 | 2021 |
| Fixing the train-test resolution discrepancy H Touvron, A Vedaldi, M Douze, H Jégou Advances in Neural Information Processing Systems (Neurips 2019), 2019 | 675 | 2019 |
| Word translation without parallel data G Lample, A Conneau, MA Ranzato, L Denoyer, H Jégou International conference on learning representations, 2018 | 637 | 2018 |
| Resmlp: Feedforward networks for image classification with data-efficient training H Touvron, P Bojanowski, M Caron, M Cord, A El-Nouby, E Grave, ... IEEE transactions on pattern analysis and machine intelligence 45 (4), 5314-5321, 2022 | 631 | 2022 |
| 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, 20014-20027, 2021 | 602 | 2021 |
| On the burstiness of visual elements H Jégou, M Douze, C Schmid IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), 1169 …, 2009 | 580 | 2009 |
| Evaluation of GIST descriptors for web-scale image search M Douze, H Jégou, H Sandhawalia, L Amsaleg, C Schmid ACM International Conference on Image and Video Retrieval, 19, 2009 | 552 | 2009 |
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