| 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, 2787-2795, 2013 | 2852 | 2013 |
| Wsabie: Scaling up to large vocabulary image annotation J Weston, S Bengio, N Usunier | 721 | 2011 |
| 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 | 451 | 2010 |
| Large-scale simple question answering with memory networks A Bordes, N Usunier, S Chopra, J Weston arXiv preprint arXiv:1506.02075, 2015 | 445 | 2015 |
| Parseval networks: Improving robustness to adversarial examples M Cisse, P Bojanowski, E Grave, Y Dauphin, N Usunier arXiv preprint arXiv:1704.08847, 2017 | 424 | 2017 |
| Fader networks: Manipulating images by sliding attributes G Lample, N Zeghidour, N Usunier, A Bordes, L Denoyer, MA Ranzato Advances in neural information processing systems, 5967-5976, 2017 | 303 | 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 | 286 | 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 | 277 | 2009 |
| 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 | 213 | 2013 |
| Improving neural language models with a continuous cache E Grave, A Joulin, N Usunier arXiv preprint arXiv:1612.04426, 2016 | 198 | 2016 |
| Ranking with ordered weighted pairwise classification N Usunier, D Buffoni, P Gallinari Proceedings of the 26th annual international conference on machine learning …, 2009 | 185 | 2009 |
| 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 | 126 | 2016 |
| Canonical tensor decomposition for knowledge base completion T Lacroix, N Usunier, G Obozinski arXiv preprint arXiv:1806.07297, 2018 | 123 | 2018 |
| 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 | 104 | 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 | 100 | 2014 |
| End-to-End Object Detection with Transformers N Carion, F Massa, G Synnaeve, N Usunier, A Kirillov, S Zagoruyko arXiv preprint arXiv:2005.12872, 2020 | 98 | 2020 |
| Robust bloom filters for large multilabel classification tasks MM Cisse, N Usunier, T Artieres, P Gallinari Advances in neural information processing systems 26, 1851-1859, 2013 | 90 | 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 Advances in Neural information processing systems, 769-776, 2007 | 87 | 2007 |
| How should we evaluate supervised hashing? A Sablayrolles, M Douze, N Usunier, H Jégou 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 80 | 2017 |
| Composing relationships with translations A García-Durán, A Bordes, N Usunier | 80 | 2015 |
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