Nicolas Usunier

Most-cited papers

End-to-End Object Detection with Transformers
Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier +2 more
2020European Conference on Computer Vision21K citations Open access
Semantic Scholar
The Llama 3 Herd of Models
Aaron Grattafiori, Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey +496 more
202420K citations
Semantic Scholar
Translating Embeddings for Modeling Multi-relational Data
Antoine Bordes, Nicolas Usunier, Alberto García-Durán, J. Weston +1 more
2013Neural Information Processing Systems9,345 citations
Semantic Scholar
Code Llama: Open Foundation Models for Code
Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla +22 more
2023arXiv.org3,694 citations Open access
Semantic Scholar
Parseval Networks: Improving Robustness to Adversarial Examples
M. Cissé, P. Bojanowski, E. Grave, Y. Dauphin +1 more
2017International Conference on Machine Learning927 citations
Semantic Scholar
Large-scale Simple Question Answering with Memory Networks
Antoine Bordes, Nicolas Usunier, S. Chopra, J. Weston
2015arXiv.org759 citations
Semantic Scholar
Fader Networks: Manipulating Images by Sliding Attributes
Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes +2 more
2017Neural Information Processing Systems576 citations
Semantic Scholar
Canonical Tensor Decomposition for Knowledge Base Completion
Timothée Lacroix, Nicolas Usunier, Guillaume Obozinski
2018International Conference on Machine Learning460 citations
Semantic Scholar
Gradient Matching for Domain Generalization
Yuge Shi, Jeffrey S. Seely, P. Torr, N. Siddharth +3 more
2021International Conference on Learning Representations394 citations
Semantic Scholar
Tensor Decompositions for temporal knowledge base completion
Timothée Lacroix, Guillaume Obozinski, Nicolas Usunier
2020International Conference on Learning Representations390 citations
Semantic Scholar
Open Question Answering with Weakly Supervised Embedding Models
Antoine Bordes, J. Weston, Nicolas Usunier
2014ECML/PKDD356 citations Open access
Semantic Scholar
Music Source Separation in the Waveform Domain
Alexandre D'efossez, Nicolas Usunier, L. Bottou, F. Bach
2019arXiv.org348 citations
Semantic Scholar
Improving Neural Language Models with a Continuous Cache
E. Grave, A. Joulin, Nicolas Usunier
2016International Conference on Learning Representations316 citations
Semantic Scholar
A Simple Convergence Proof of Adam and Adagrad
Alexandre D'efossez, L. Bottou, F. Bach, Nicolas Usunier
2020Trans. Mach. Learn. Res.262 citations
Semantic Scholar
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction
J. Weston, Antoine Bordes, Oksana Yakhnenko, Nicolas Usunier
2013Conference on Empirical Methods in Natural Language Processing251 citations Open access
Semantic Scholar
Optimizing F-Measures by Cost-Sensitive Classification
S. Parambath, Nicolas Usunier, Yves Grandvalet
2014Neural Information Processing Systems160 citations
Semantic Scholar
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed
Alexandre Défossez, Nicolas Usunier, L. Bottou, F. Bach
2019arXiv.org152 citations
Semantic Scholar
Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks
Nicolas Usunier, Gabriel Synnaeve, Ze-Ming Lin, Soumith Chintala
2016arXiv.org144 citations
Semantic Scholar
Learning Filterbanks from Raw Speech for Phone Recognition
Neil Zeghidour, Nicolas Usunier, I. Kokkinos, Thomas Schaiz +2 more
2017IEEE International Conference on Acoustics, Speech, and Signal Processing133 citations Open access
Semantic Scholar
TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games
Gabriel Synnaeve, Nantas Nardelli, Alex Auvolat, Soumith Chintala +4 more
2016arXiv.org112 citations
Semantic Scholar
A Coverage-Based Approach to Recommendation Diversity On Similarity Graph
Shameem A. Puthiya Parambath, Nicolas Usunier, Yves Grandvalet
2016ACM Conference on Recommender Systems111 citations
Semantic Scholar
Fully Convolutional Speech Recognition
Neil Zeghidour, Qiantong Xu, Vitaliy Liptchinsky, Nicolas Usunier +2 more
2018arXiv.org97 citations
Semantic Scholar
Composing Relationships with Translations
Alberto García-Durán, Antoine Bordes, Nicolas Usunier
2015Conference on Empirical Methods in Natural Language Processing94 citations Open access
Semantic Scholar
Robust Bloom Filters for Large MultiLabel Classification Tasks
M. Cissé, Nicolas Usunier, T. Artières, P. Gallinari
2013Neural Information Processing Systems94 citations
Semantic Scholar
How should we evaluate supervised hashing?
Alexandre Sablayrolles, Matthijs Douze, Nicolas Usunier, H. Jégou
2016IEEE International Conference on Acoustics, Speech, and Signal Processing89 citations Open access
Semantic Scholar
Dense and Low-Rank Gaussian CRFs Using Deep Embeddings
Siddhartha Chandra, Nicolas Usunier, I. Kokkinos
2017IEEE International Conference on Computer Vision86 citations Open access
Semantic Scholar
End-to-End Speech Recognition From the Raw Waveform
Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, R. Collobert +1 more
2018Interspeech85 citations Open access
Semantic Scholar
Two-sided fairness in rankings via Lorenz dominance
Virginie Do, Sam Corbett-Davies, J. Atif, Nicolas Usunier
2021Neural Information Processing Systems66 citations
Semantic Scholar
Ranking with non-random missing ratings: influence of popularity and positivity on evaluation metrics
Bruno Pradel, Nicolas Usunier, P. Gallinari
2012ACM Conference on Recommender Systems66 citations
Semantic Scholar
Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases
Alberto García-Durán, Antoine Bordes, Nicolas Usunier, Yves Grandvalet
2015Journal of Artificial Intelligence Research65 citations Open access
Semantic Scholar
SING: Symbol-to-Instrument Neural Generator
Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, L. Bottou +1 more
2018Neural Information Processing Systems63 citations
Semantic Scholar
Hierarchical Skills for Efficient Exploration
Jonas Gehring, Gabriel Synnaeve, Andreas Krause, Nicolas Usunier
2021Neural Information Processing Systems52 citations
Semantic Scholar
"On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking"
Clément Calauzènes, Nicolas Usunier, P. Gallinari
2012Neural Information Processing Systems52 citations
Semantic Scholar
Online certification of preference-based fairness for personalized recommender systems
Virginie Do, Sam Corbett-Davies, J. Atif, Nicolas Usunier
2021AAAI Conference on Artificial Intelligence51 citations Open access
Semantic Scholar
Growing Action Spaces
Gregory Farquhar, Laura Gustafson, Ze-Ming Lin, S. Whiteson +2 more
2019International Conference on Machine Learning50 citations
Semantic Scholar
Joint Learning of Speaker and Phonetic Similarities with Siamese Networks
Neil Zeghidour, Gabriel Synnaeve, Nicolas Usunier, Emmanuel Dupoux
2016Interspeech50 citations
Semantic Scholar
A case study in a recommender system based on purchase data
Bruno Pradel, Savaneary Sean, J. Delporte, S. Guérif +4 more
2011Knowledge Discovery and Data Mining50 citations
Semantic Scholar
On the Convergence of Adam and Adagrad
Alexandre D'efossez, L. Bottou, F. Bach, Nicolas Usunier
2020arXiv.org49 citations
Semantic Scholar
To Reverse the Gradient or Not: an Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition
Yossi Adi, Neil Zeghidour, R. Collobert, Nicolas Usunier +2 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing44 citations Open access
Semantic Scholar
Effective Blending of Two and Three-way Interactions for Modeling Multi-relational Data
Alberto García-Durán, Antoine Bordes, Nicolas Usunier
2014ECML/PKDD42 citations Open access
Semantic Scholar
Optimizing Generalized Gini Indices for Fairness in Rankings
Virginie Do, Nicolas Usunier
2022Annual International ACM SIGIR Conference on Research and Development in Information Retrieval41 citations Open access
Semantic Scholar
Learning with Partially Labeled and Interdependent Data
Massih-Reza Amini, Nicolas Usunier
2015Cambridge International Law Journal41 citations
Semantic Scholar
Fairness Indicators for Systematic Assessments of Visual Feature Extractors
Priya Goyal, Adriana Romero Soriano, C. Hazirbas, Levent Sagun +1 more
2022Conference on Fairness, Accountability and Transparency38 citations Open access
Semantic Scholar
Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision
David Buffoni, Clément Calauzènes, P. Gallinari, Nicolas Usunier
2011International Conference on Machine Learning38 citations
Semantic Scholar
Irreflexive and Hierarchical Relations as Translations
Antoine Bordes, Nicolas Usunier, Alberto García-Durán, J. Weston +1 more
2013arXiv.org36 citations
Semantic Scholar
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning
Nicolas Carion, Gabriel Synnaeve, A. Lazaric, Nicolas Usunier
2019Neural Information Processing Systems34 citations
Semantic Scholar
Fully Parallel Hyperparameter Search: Reshaped Space-Filling
Marie-Liesse Cauwet, Camille Couprie, Julien Dehos, Pauline Luc +5 more
2019International Conference on Machine Learning30 citations
Semantic Scholar
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger
Gabriel Synnaeve, Ze-Ming Lin, Jonas Gehring, Daniel Gant +4 more
2018Neural Information Processing Systems28 citations
Semantic Scholar
Value Propagation Networks
Nantas Nardelli, Gabriel Synnaeve, Ze-Ming Lin, Pushmeet Kohli +2 more
2018International Conference on Learning Representations28 citations
Semantic Scholar
Multiview Semi-supervised Learning for Ranking Multilingual Documents
Nicolas Usunier, Massih-Reza Amini, Cyril Goutte
2011ECML/PKDD27 citations Open access
Semantic Scholar