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 | 6154 | 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 | 4390 | 2011 |
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 | 4366 | 2021 |
Billion-scale similarity search with GPUs J Johnson, M Douze, H Jégou IEEE Transactions on Big Data, 2021 | 3638 | 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 | 3241 | 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 | 2983 | 2012 |
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 | 2439 | 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 | 1574 | 2016 |
Word translation without parallel data A Conneau, G Lample, MA Ranzato, L Denoyer, H Jégou International Conference on Learning Representations (ICLR 2018), 2018 | 1275 | 2018 |
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 | 1231* | 2023 |
Particular object retrieval with integral max-pooling of CNN activations G Tolias, R Sicre, H Jégou International Conference on Learning Representations (ICLR), 2016 | 1170 | 2016 |
Going deeper with image transformers H Touvron, M Cord, A Sablayrolles, G Synnaeve, H Jégou International Conference on Computer Vision (ICCV'2021), 2021 | 997 | 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 | 974 | 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 | 711* | 2021 |
ResMLP: Feedforward networks for image classification with data-efficient training H Touvron, P Bojanowski, M Caron, M Cord, A El-Nouby, E Grave, ... IEEE Trans. Pattern Analysis and Machine Intelligence - arXiv preprint arXiv …, 2022 | 668* | 2022 |
Fixing the train-test resolution discrepancy H Touvron, A Vedaldi, M Douze, H Jégou Advances in Neural Information Processing Systems (Neurips 2019), 2019 | 614 | 2019 |
Word translation without parallel data G Lample, A Conneau, MA Ranzato, L Denoyer, H Jégou International conference on learning representations, 2018 | 592 | 2018 |
On the burstiness of visual elements H Jégou, M Douze, C Schmid IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), 1169 …, 2009 | 570 | 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 | 539 | 2009 |
Better exploiting motion for better action recognition M Jain, H Jégou, P Bouthemy IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2013), 2555 …, 2013 | 524 | 2013 |