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Usunier Nicolas
Usunier Nicolas
Facebook AI Research
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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
134162020
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
92202013
Code llama: Open foundation models for code
B Roziere, J Gehring, F Gloeckle, S Sootla, I Gat, XE Tan, Y Adi, J Liu, ...
arXiv preprint arXiv:2308.12950, 2023
10172023
Wsabie: Scaling up to large vocabulary image annotation
J Weston, S Bengio, N Usunier
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
9702011
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
9022017
Large-scale simple question answering with memory networks
A Bordes, N Usunier, S Chopra, J Weston
arXiv preprint arXiv:1506.02075, 2015
8292015
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
6042017
Large scale image annotation: learning to rank with joint word-image embeddings
J Weston, S Bengio, N Usunier
Machine learning 81, 21-35, 2010
5672010
Open question answering with weakly supervised embedding models
A Bordes, J Weston, N Usunier
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
4462014
Canonical tensor decomposition for knowledge base completion
T Lacroix, N Usunier, G Obozinski
International Conference on Machine Learning, 2863-2872, 2018
4332018
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
4182009
Improving neural language models with a continuous cache
E Grave, A Joulin, N Usunier
arXiv preprint arXiv:1612.04426, 2016
3372016
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
3002013
Music source separation in the waveform domain
A Défossez, N Usunier, L Bottou, F Bach
arXiv preprint arXiv:1911.13254, 2019
2982019
Tensor decompositions for temporal knowledge base completion
T Lacroix, G Obozinski, N Usunier
arXiv preprint arXiv:2004.04926, 2020
2832020
Gradient matching for domain generalization
Y Shi, J Seely, PHS Torr, N Siddharth, A Hannun, N Usunier, G Synnaeve
arXiv preprint arXiv:2104.09937, 2021
2762021
Ranking with ordered weighted pairwise classification
N Usunier, D Buffoni, P Gallinari
Proceedings of the 26th annual international conference on machine learning …, 2009
2202009
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
1732016
A simple convergence proof of adam and adagrad
A Défossez, L Bottou, F Bach, N Usunier
arXiv preprint arXiv:2003.02395, 2020
1612020
Optimizing F-measures by cost-sensitive classification
S Puthiya Parambath, N Usunier, Y Grandvalet
Advances in neural information processing systems 27, 2014
1612014
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