| 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 | 7781 | 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, 2010 | 4649 | 2010 |
| Billion-scale similarity search with GPUs J Johnson, M Douze, H Jégou IEEE Transactions on Big Data 7 (3), 535-547, 2019 | 4351 | 2019 |
| 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 | 3507 | 2018 |
| Aggregating local descriptors into a compact image representation H Jégou, M Douze, C Schmid, P Pérez 2010 IEEE computer society conference on computer vision and pattern …, 2010 | 3360 | 2010 |
| Aggregating local image descriptors into compact codes H Jégou, F Perronnin, M Douze, J Sánchez, P Pérez, C Schmid IEEE transactions on pattern analysis and machine intelligence 34 (9), 1704-1716, 2011 | 3024 | 2011 |
| Hamming embedding and weak geometric consistency for large scale image search H Jegou, M Douze, C Schmid Computer Vision–ECCV 2008: 10th European Conference on Computer Vision …, 2008 | 2457 | 2008 |
| Fasttext. zip: Compressing text classification models A Joulin arXiv preprint arXiv:1612.03651, 2016 | 1775 | 2016 |
| 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 Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 723 | 2021 |
| Fixing the train-test resolution discrepancy H Touvron, A Vedaldi, M Douze, H Jégou Advances in neural information processing systems 32, 2019 | 676 | 2019 |
| Category-specific video summarization D Potapov, M Douze, Z Harchaoui, C Schmid Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014 | 623 | 2014 |
| 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 | 608 | 2021 |
| On the burstiness of visual elements H Jégou, M Douze, C Schmid 2009 IEEE conference on computer vision and pattern recognition, 1169-1176, 2009 | 580 | 2009 |
| Evaluation of gist descriptors for web-scale image search M Douze, H Jégou, H Sandhawalia, L Amsaleg, C Schmid Proceedings of the ACM international conference on image and video retrieval …, 2009 | 557 | 2009 |
| The faiss library M Douze, A Guzhva, C Deng, J Johnson, G Szilvasy, PE Mazaré, ... arXiv preprint arXiv:2401.08281, 2024 | 391* | 2024 |
| White-box vs black-box: Bayes optimal strategies for membership inference A Sablayrolles, M Douze, C Schmid, Y Ollivier, H Jégou International Conference on Machine Learning, 5558-5567, 2019 | 387 | 2019 |
| Searching in one billion vectors: re-rank with source coding H Jégou, R Tavenard, M Douze, L Amsaleg 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 342 | 2011 |
| Combining attributes and fisher vectors for efficient image retrieval M Douze, A Ramisa, C Schmid CVPR 2011, 745-752, 2011 | 263 | 2011 |
| Packing bag-of-features H Jégou, M Douze, C Schmid 2009 IEEE 12th International Conference on Computer Vision, 2357-2364, 2009 | 245 | 2009 |
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