| Translating embeddings for modeling multi-relational data A Bordes, N Usunier, A Garcia-Duran, J Weston, O Yakhnenko Advances in neural information processing systems 26, 2013 | 3462 | 2013 |
| Wsabie: Scaling up to large vocabulary image annotation J Weston, S Bengio, N Usunier Twenty-Second International Joint Conference on Artificial Intelligence, 2011 | 774 | 2011 |
| End-to-end object detection with transformers N Carion, F Massa, G Synnaeve, N Usunier, A Kirillov, S Zagoruyko European Conference on Computer Vision, 213-229, 2020 | 603 | 2020 |
| Large-scale simple question answering with memory networks A Bordes, N Usunier, S Chopra, J Weston arXiv preprint arXiv:1506.02075, 2015 | 490 | 2015 |
| Parseval networks: Improving robustness to adversarial examples M Cisse, P Bojanowski, E Grave, Y Dauphin, N Usunier International Conference on Machine Learning, 854-863, 2017 | 484 | 2017 |
| Large scale image annotation: learning to rank with joint word-image embeddings J Weston, S Bengio, N Usunier Machine learning 81 (1), 21-35, 2010 | 482 | 2010 |
| Fader networks: Manipulating images by sliding attributes G Lample, N Zeghidour, N Usunier, A Bordes, L Denoyer, MA Ranzato arXiv preprint arXiv:1706.00409, 2017 | 366 | 2017 |
| Open question answering with weakly supervised embedding models A Bordes, J Weston, N Usunier Joint European conference on machine learning and knowledge discovery in …, 2014 | 315 | 2014 |
| Learning from multiple partially observed views-an application to multilingual text categorization MR Amini, N Usunier, C Goutte Advances in neural information processing systems 22, 28-36, 2009 | 301 | 2009 |
| Improving neural language models with a continuous cache E Grave, A Joulin, N Usunier arXiv preprint arXiv:1612.04426, 2016 | 226 | 2016 |
| Connecting language and knowledge bases with embedding models for relation extraction J Weston, A Bordes, O Yakhnenko, N Usunier arXiv preprint arXiv:1307.7973, 2013 | 226 | 2013 |
| Ranking with ordered weighted pairwise classification N Usunier, D Buffoni, P Gallinari Proceedings of the 26th annual international conference on machine learning …, 2009 | 191 | 2009 |
| Canonical tensor decomposition for knowledge base completion T Lacroix, N Usunier, G Obozinski International Conference on Machine Learning, 2863-2872, 2018 | 150 | 2018 |
| Episodic exploration for deep deterministic policies: An application to starcraft micromanagement tasks N Usunier, G Synnaeve, Z Lin, S Chintala arXiv preprint arXiv:1609.02993, 2016 | 134 | 2016 |
| Torchcraft: a library for machine learning research on real-time strategy games G Synnaeve, N Nardelli, A Auvolat, S Chintala, T Lacroix, Z Lin, F Richoux, ... arXiv preprint arXiv:1611.00625, 2016 | 110 | 2016 |
| Optimizing F-measures by cost-sensitive classification S Puthiya Parambath, N Usunier, Y Grandvalet Advances in Neural Information Processing Systems 27, 2123-2131, 2014 | 108 | 2014 |
| Robust bloom filters for large multilabel classification tasks M Cissé, N Usunier, T Artieres, P Gallinari Advances in Neural Information Processing Systems 26, 1851-1859, 2013 | 99 | 2013 |
| PAC-Bayes bounds for the risk of the majority vote and the variance of the Gibbs classifier A Lacasse, F Laviolette, M Marchand, P Germain, N Usunier NIPS, 769-776, 2006 | 95 | 2006 |
| How should we evaluate supervised hashing? A Sablayrolles, M Douze, N Usunier, H Jégou 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 89 | 2017 |
| Composing relationships with translations A Garcia-Duran, A Bordes, N Usunier CNRS, Heudiasyc, 2015 | 85 | 2015 |
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