Denoyer, Ludovic

30 publications

ICLR 2025 Efficient Active Imitation Learning with Random Network Distillation Emilien Biré, Anthony Kobanda, Ludovic Denoyer, Rémy Portelas

ICLRW 2025 Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning Anthony Kobanda, Rémy Portelas, Odalric-Ambrym Maillard, Ludovic Denoyer

ICLRW 2025 Navigation with QPHIL: Quantizing Planner for Hierarchical Implicit Q-Learning Alexi Canesse, Mathieu Petitbois, Ludovic Denoyer, Sylvain Lamprier, Rémy Portelas

ICLR 2023 Building a Subspace of Policies for Scalable Continual Learning Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu

ICMLW 2022 Building a Subspace of Policies for Scalable Continual Learning Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu

NeurIPSW 2022 Building a Subspace of Policies for Scalable Continual Learning Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu

ICLR 2022 Direct Then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching Pierre-Alexandre Kamienny, Jean Tarbouriech, Sylvain Lamprier, Alessandro Lazaric, Ludovic Denoyer

ICLR 2022 Learning a Subspace of Policies for Online Adaptation in Reinforcement Learning Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer

CoLLAs 2022 On Anytime Learning at Macroscale Lucas Caccia, Jing Xu, Myle Ott, Marcaurelio Ranzato, Ludovic Denoyer

ICMLW 2021 Direct Then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching Pierre-Alexandre Kamienny, Jean Tarbouriech, Alessandro Lazaric, Ludovic Denoyer

ICLR 2021 Efficient Continual Learning with Modular Networks and Task-Driven Priors Tom Veniat, Ludovic Denoyer, MarcAurelio Ranzato

ICMLW 2021 Exploration-Driven Representation Learning in Reinforcement Learning Akram Erraqabi, Harry Zhao, Marlos C. Machado, Yoshua Bengio, Sainbayar Sukhbaatar, Ludovic Denoyer, Alessandro Lazaric

NeurIPSW 2021 Learning a Subspace of Policies for Online Adaptation in Reinforcement Learning Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer

NeurIPS 2019 Large Memory Layers with Product Keys Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Herve Jegou

ICLR 2019 Multiple-Attribute Text Rewriting Guillaume Lample, Sandeep Subramanian, Eric Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau

NeurIPS 2019 Unsupervised Object Segmentation by Redrawing Mickaël Chen, Thierry Artières, Ludovic Denoyer

ICLR 2018 Multi-View Data Generation Without View Supervision Mickael Chen, Ludovic Denoyer, Thierry Artières

ICLR 2018 Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato

ICLR 2018 Word Translation Without Parallel Data Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou

NeurIPS 2017 Fader Networks:Manipulating Images by Sliding Attributes Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato

ECML-PKDD 2017 Multi-View Generative Adversarial Networks Mickaël Chen, Ludovic Denoyer

ICLR 2015 Representation Learning for Cold-Start Recommendation Gabriella Contardo, Ludovic Denoyer, Thierry Artières

ICLR 2014 Learning Information Spread in Content Networks Cédric Lagnier, Simon Bourigault, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari

ICLR 2014 Learning States Representations in POMDP Gabriella Contardo, Ludovic Denoyer, Thierry Artières, Patrick Gallinari

ICLR 2014 Sequentially Generated Instance-Dependent Image Representations for Classification Gabriel Dulac-Arnold, Ludovic Denoyer, Nicolas Thome, Matthieu Cord, Patrick Gallinari

ECML-PKDD 2012 Fast Reinforcement Learning with Large Action Sets Using Error-Correcting Output Codes for MDP Factorization Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari

MLJ 2012 Sequential Approaches for Learning Datum-Wise Sparse Representations Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari

ECML-PKDD 2011 Datum-Wise Classification: A Sequential Approach to Sparsity Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari

ECML-PKDD 2009 Simulated Iterative Classification a New Learning Procedure for Graph Labeling Francis Maes, Stéphane Peters, Ludovic Denoyer, Patrick Gallinari

MLJ 2009 Structured Prediction with Reinforcement Learning Francis Maes, Ludovic Denoyer, Patrick Gallinari