Rémi Leblond

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 16

Top Venues

CoRR

AISTATS

NIPS

J. Mach. Learn. Res.

École Normale Supérieure, Paris, France (PHD)

Education History

École Normale Supérieure, Paris, France

PHD

Publications

Sander Dieleman, Laurent Sartran, Arman Roshannai, Nikolay Savinov, Yaroslav Ganin, Pierre H. Richemond, Arnaud Doucet, Robin Strudel, Chris Dyer, Conor Durkan, Curtis Hawthorne, Rémi Leblond, Will Grathwohl, Jonas Adler
Continuous diffusion for categorical data. CoRR (2022)
Robin Strudel, Corentin Tallec, Florent Altché, Yilun Du, Yaroslav Ganin, Arthur Mensch, Will Grathwohl, Nikolay Savinov, Sander Dieleman, Laurent Sifre, Rémi Leblond
Self-conditioned Embedding Diffusion for Text Generation. CoRR (2022)
Yujia Li, David H. Choi, Junyoung Chung, Nate Kushman, Julian Schrittwieser, Rémi Leblond, Tom Eccles, James Keeling, Felix Gimeno, Agustin Dal Lago, Thomas Hubert, Peter Choy, Cyprien de Masson d'Autume, Igor Babuschkin, Xinyun Chen, Po-Sen Huang, Johannes Welbl, Sven Gowal, Alexey Cherepanov, James Molloy, Daniel J. Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, Oriol Vinyals
Competition-Level Code Generation with AlphaCode. CoRR (2022)
Rémi Leblond, Jean-Baptiste Alayrac, Laurent Sifre, Miruna Pislar, Jean-Baptiste Lespiau, Ioannis Antonoglou, Karen Simonyan, Oriol Vinyals
Machine Translation Decoding beyond Beam Search. EMNLP (1) (2021)
Rémi Leblond, Jean-Baptiste Alayrac, Laurent Sifre, Miruna Pislar, Jean-Baptiste Lespiau, Ioannis Antonoglou, Karen Simonyan, Oriol Vinyals
Machine Translation Decoding beyond Beam Search. CoRR (2021)
Alexander Vezhnevets, Yuhuai Wu, Maria K. Eckstein, Rémi Leblond, Joel Z. Leibo
OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning. ICML (2020)
Alexander Sasha Vezhnevets, Yuhuai Wu, Rémi Leblond, Joel Z. Leibo
Options as responses: Grounding behavioural hierarchies in multi-agent RL. CoRR (2019)
Oriol Vinyals, Igor Babuschkin, Wojciech M. Czarnecki, Michaël Mathieu, Andrew Dudzik, Junyoung Chung, David H. Choi, Richard Powell, Timo Ewalds, Petko Georgiev, Junhyuk Oh, Dan Horgan, Manuel Kroiss, Ivo Danihelka, Aja Huang, Laurent Sifre, Trevor Cai, John P. Agapiou, Max Jaderberg, Alexander Sasha Vezhnevets, Rémi Leblond, Tobias Pohlen, Valentin Dalibard, David Budden, Yury Sulsky, James Molloy, Tom Le Paine, Çaglar Gülçehre, Ziyu Wang, Tobias Pfaff, Yuhuai Wu, Roman Ring, Dani Yogatama, Dario Wünsch, Katrina McKinney, Oliver Smith, Tom Schaul, Timothy P. Lillicrap, Koray Kavukcuoglu, Demis Hassabis, Chris Apps, David Silver
Grandmaster level in StarCraft II using multi-agent reinforcement learning. Nat. 575 (7782) (2019)
Rémi Leblond, Jean-Baptiste Alayrac, Anton Osokin, Simon Lacoste-Julien
SEARNN: Training RNNs with global-local losses. ICLR (Poster) (2018)
Rémi Leblond, Fabian Pedregosa, Simon Lacoste-Julien
Improved asynchronous parallel optimization analysis for stochastic incremental methods. CoRR (2018)
Rémi Leblond, Fabian Pedregosa, Simon Lacoste-Julien
Improved Asynchronous Parallel Optimization Analysis for Stochastic Incremental Methods. J. Mach. Learn. Res. 19 (2018)
Fabian Pedregosa, Rémi Leblond, Simon Lacoste-Julien
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization. CoRR (2017)
Fabian Pedregosa, Rémi Leblond, Simon Lacoste-Julien
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization. NIPS (2017)
Rémi Leblond, Jean-Baptiste Alayrac, Anton Osokin, Simon Lacoste-Julien
SEARNN: Training RNNs with Global-Local Losses. CoRR (2017)
Rémi Leblond, Fabian Pedregosa, Simon Lacoste-Julien
ASAGA: Asynchronous Parallel SAGA. AISTATS (2017)
Rémi Leblond, Fabian Pedregosa, Simon Lacoste-Julien
Asaga: Asynchronous Parallel Saga. CoRR (2016)

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Publication Activity (10 Years)

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Rémi Leblond