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Usunier Nicolas
Usunier Nicolas
Facebook AI Research
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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
60422013
End-to-end object detection with transformers
N Carion, F Massa, G Synnaeve, N Usunier, A Kirillov, S Zagoruyko
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
48212020
Wsabie: Scaling up to large vocabulary image annotation
J Weston, S Bengio, N Usunier
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
8912011
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
6982017
Large-scale simple question answering with memory networks
A Bordes, N Usunier, S Chopra, J Weston
arXiv preprint arXiv:1506.02075, 2015
6882015
Large scale image annotation: learning to rank with joint word-image embeddings
J Weston, S Bengio, N Usunier
Machine learning 81, 21-35, 2010
5402010
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 30, 2017
4992017
Open question answering with weakly supervised embedding models
A Bordes, J Weston, N Usunier
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
4022014
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, 2009
3522009
Canonical tensor decomposition for knowledge base completion
T Lacroix, N Usunier, G Obozinski
International Conference on Machine Learning, 2863-2872, 2018
2822018
Improving neural language models with a continuous cache
E Grave, A Joulin, N Usunier
arXiv preprint arXiv:1612.04426, 2016
2812016
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
2732013
Ranking with ordered weighted pairwise classification
N Usunier, D Buffoni, P Gallinari
Proceedings of the 26th annual international conference on machine learning …, 2009
2082009
Music source separation in the waveform domain
A Défossez, N Usunier, L Bottou, F Bach
arXiv preprint arXiv:1911.13254, 2019
1712019
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
1672016
Optimizing F-measures by cost-sensitive classification
S Puthiya Parambath, N Usunier, Y Grandvalet
Advances in neural information processing systems 27, 2014
1382014
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
1242016
Robust bloom filters for large multilabel classification tasks
MM Cisse, N Usunier, T Artieres, P Gallinari
Advances in neural information processing systems 26, 2013
1082013
Tensor decompositions for temporal knowledge base completion
T Lacroix, G Obozinski, N Usunier
arXiv preprint arXiv:2004.04926, 2020
1072020
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 19, 2006
1052006
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