Ludovic Denoyer

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 83

Top Venues

CoRR

ICLR

ICLR (Poster)

ESANN

Publications

Mingxi Tan, Andong Tian, Ludovic Denoyer
Policy Diversity for Cooperative Agents. CoRR (2023)
Mingxi Tan, Andong Tian, Ludovic Denoyer
Policy Diversity for Cooperative Agents. CoG (2023)
Anthony Kobanda, Valliappan C. A., Joshua Romoff, Ludovic Denoyer
Learning Computational Efficient Bots with Costly Features. CoRR (2023)
Anthony Kobanda, Valliappan C. A., Joshua Romoff, Ludovic Denoyer
Learning Computational Efficient Bots with Costly Features. CoG (2023)
Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu
Building a Subspace of Policies for Scalable Continual Learning. ICLR (2023)
Mingxi Tan, Andong Tian, Ludovic Denoyer
Regularized Soft Actor-Critic for Behavior Transfer Learning. CoG (2022)
Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer
Learning a subspace of policies for online adaptation in Reinforcement Learning. ICLR (2022)
Akram Erraqabi, Marlos C. Machado, Mingde Zhao, Sainbayar Sukhbaatar, Alessandro Lazaric, Ludovic Denoyer, Yoshua Bengio
Temporal Abstractions-Augmented Temporally Contrastive Learning: An Alternative to the Laplacian in RL. CoRR (2022)
Tyler L. Hayes, Maximilian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam
Can I see an Example? Active Learning the Long Tail of Attributes and Relations. CoRR (2022)
Pierre Erbacher, Laure Soulier, Ludovic Denoyer
State of the Art of User Simulation approaches for conversational information retrieval. CoRR (2022)
Pierre-Alexandre Kamienny, Jean Tarbouriech, Sylvain Lamprier, Alessandro Lazaric, Ludovic Denoyer
Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching. ICLR (2022)
Akram Erraqabi, Marlos C. Machado, Mingde Zhao, Sainbayar Sukhbaatar, Alessandro Lazaric, Ludovic Denoyer, Yoshua Bengio
Temporal abstractions-augmented temporally contrastive learning: An alternative to the Laplacian in RL. UAI (2022)
Lucas Caccia, Jing Xu, Myle Ott, Marc'Aurelio Ranzato, Ludovic Denoyer
On Anytime Learning at Macroscale. CoLLAs (2022)
Mingxi Tan, Andong Tian, Ludovic Denoyer
Regularized Soft Actor-Critic for Behavior Transfer Learning. CoRR (2022)
Tyler L. Hayes, Maximillian Nickel, Christopher Kanan, Ludovic Denoyer, Arthur Szlam
Can I see an Example? Active Learning the Long Tail of Attributes and Relations. BMVC (2022)
Pierre Erbacher, Ludovic Denoyer, Laure Soulier
Interactive Query Clarification and Refinement via User Simulation. SIGIR (2022)
Pierre Erbacher, Ludovic Denoyer, Laure Soulier
Interactive Query Clarification and Refinement via User Simulation. CoRR (2022)
Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu
Building a Subspace of Policies for Scalable Continual Learning. CoRR (2022)
Pierre Erbacher, Ludovic Denoyer, Laure Soulier
Interactive Query Clarification and Refinement via User Simulation - Abstract. CIRCLE (2022)
Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer
Learning a subspace of policies for online adaptation in Reinforcement Learning. CoRR (2021)
Federico Errica, Fabrizio Silvestri, Bora Edizel, Ludovic Denoyer, Fabio Petroni, Vassilis Plachouras, Sebastian Riedel
Concept Matching for Low-Resource Classification. IJCNN (2021)
Tom Veniat, Ludovic Denoyer, Marc'Aurelio Ranzato
Efficient Continual Learning with Modular Networks and Task-Driven Priors. ICLR (2021)
Ludovic Denoyer, Alfredo De la Fuente, Song Duong, Jean-Baptiste Gaya, Pierre-Alexandre Kamienny, Daniel H. Thompson
SaLinA: Sequential Learning of Agents. CoRR (2021)
Lucas Caccia, Jing Xu, Myle Ott, Marc'Aurelio Ranzato, Ludovic Denoyer
On Anytime Learning at Macroscale. CoRR (2021)
Pierre-Alexandre Kamienny, Jean Tarbouriech, Alessandro Lazaric, Ludovic Denoyer
Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching. CoRR (2021)
Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
Deep dynamic neural networks for temporal language modeling in author communities. Knowl. Inf. Syst. 63 (3) (2021)
Perrine Cribier-Delande, Raphaël Puget, Vincent Guigue, Ludovic Denoyer
Time Series Prediction using Disentangled Latent Factors. ESANN (2020)
Pierre-Alexandre Kamienny, Matteo Pirotta, Alessandro Lazaric, Thibault Lavril, Nicolas Usunier, Ludovic Denoyer
Learning Adaptive Exploration Strategies in Dynamic Environments Through Informed Policy Regularization. CoRR (2020)
Qi Wang, Thierry Artières, Mickaël Chen, Ludovic Denoyer
Adversarial learning for modeling human motion. Vis. Comput. 36 (1) (2020)
Perrine Cribier-Delande, Raphaël Puget, Camille Noûs, Vincent Guigue, Ludovic Denoyer
Time series prediction & generation from disentangled latent factors: new opportunities for smart cities. ITSC (2020)
Federico Errica, Ludovic Denoyer, Bora Edizel, Fabio Petroni, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel
Concept Matching for Low-Resource Classification. CoRR (2020)
Tom Veniat, Ludovic Denoyer, Marc'Aurelio Ranzato
Efficient Continual Learning with Modular Networks and Task-Driven Priors. CoRR (2020)
Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
Dynamic Neural Language Models. ICONIP (3) (2019)
Patrick S. H. Lewis, Ludovic Denoyer, Sebastian Riedel
Unsupervised Question Answering by Cloze Translation. CoRR (2019)
Mickaël Chen, Thierry Artières, Ludovic Denoyer
Unsupervised Object Segmentation by Redrawing. NeurIPS (2019)
Wafa Aissa, Laure Soulier, Ludovic Denoyer
Modèle de compréhension du besoin en information pour la recherche d'information conversationnelle. CORIA (2019)
Patrick S. H. Lewis, Ludovic Denoyer, Sebastian Riedel
Unsupervised Question Answering by Cloze Translation. ACL (1) (2019)
Thomas Gerald, Aurélia Léon, Nicolas Baskiotis, Ludovic Denoyer
Binary Stochastic Representations for Large Multi-class Classification. CoRR (2019)
Tom Véniat, Olivier Schwander, Ludovic Denoyer
Stochastic Adaptive Neural Architecture Search for Keyword Spotting. ICASSP (2019)
Mickaël Chen, Thierry Artières, Ludovic Denoyer
Unsupervised Object Segmentation by Redrawing. CoRR (2019)
Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
Large Memory Layers with Product Keys. NeurIPS (2019)
Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
Learning Dynamic Author Representations with Temporal Language Models. ICDM (2019)
Diane Bouchacourt, Ludovic Denoyer
EDUCE: Explaining model Decisions through Unsupervised Concepts Extraction. CoRR (2019)
Guillaume Lample, Sandeep Subramanian, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau
Multiple-Attribute Text Rewriting. ICLR (Poster) (2019)
Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
Learning Dynamic Author Representations with Temporal Language Models. CoRR (2019)
Edouard Delasalles, Ali Ziat, Ludovic Denoyer, Patrick Gallinari
Spatio-temporal neural networks for space-time data modeling and relation discovery. Knowl. Inf. Syst. 61 (3) (2019)
Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
Large Memory Layers with Product Keys. CoRR (2019)
Ali Ziat, Edouard Delasalles, Ludovic Denoyer, Patrick Gallinari
Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery. CoRR (2018)
Wafa Aissa, Laure Soulier, Ludovic Denoyer
A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. CoRR (2018)
Mickaël Chen, Ludovic Denoyer, Thierry Artières
Multi-View Data Generation Without View Supervision. ICLR (Poster) (2018)
Tom Véniat, Olivier Schwander, Ludovic Denoyer
Stochastic Adaptive Neural Architecture Search for Keyword Spotting. CoRR (2018)
Sandeep Subramanian, Guillaume Lample, Eric Michael Smith, Ludovic Denoyer, Marc'Aurelio Ranzato, Y-Lan Boureau
Multiple-Attribute Text Style Transfer. CoRR (2018)
Nassim Aklil, Benoît Girard, Ludovic Denoyer, Mehdi Khamassi
Sequential Action Selection and Active Sensing for Budgeted Localization in Robot Navigation. Int. J. Semantic Comput. 12 (1) (2018)
Tom Veniat, Ludovic Denoyer
Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks. CVPR (2018)
Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer
Apprentissage de l'évolution langagière dans des communautés d'auteurs. CORIA (2018)
Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
Word translation without parallel data. ICLR (Poster) (2018)
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
Phrase-Based & Neural Unsupervised Machine Translation. CoRR (2018)
Wafa Aissa, Laure Soulier, Ludovic Denoyer
A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. SCAI@EMNLP (2018)
Guillaume Lample, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
Unsupervised Machine Translation Using Monolingual Corpora Only. ICLR (Poster) (2018)
Ludovic Dos Santos, Benjamin Piwowarski, Ludovic Denoyer, Patrick Gallinari
Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks. ACM Trans. Knowl. Discov. Data 12 (5) (2018)
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
Phrase-Based & Neural Unsupervised Machine Translation. EMNLP (2018)
Qi Wang, Mickaël Chen, Thierry Artières, Ludovic Denoyer
transferring style in motion capture sequences with adversarial learning. ESANN (2018)
Aurélia Léon, Ludovic Denoyer
Budgeted Hierarchical Reinforcement Learning. IJCNN (2018)
Guillaume Lample, Ludovic Denoyer, Marc'Aurelio Ranzato
Unsupervised Machine Translation Using Monolingual Corpora Only. CoRR (2017)
Gabriella Contardo, Ludovic Denoyer, Thierry Artières
A Meta-Learning Approach to One-Step Active-Learning. AutoML@PKDD/ECML (2017)
Mickaël Chen, Ludovic Denoyer, Thierry Artières
Multi-View Data Generation Without View Supervision. CoRR (2017)
Nassim Aklil, Benoît Girard, Mehdi Khamassi, Ludovic Denoyer
Sequential Action Selection for Budgeted Localization in Robots. IRC (2017)
Mickaël Chen, Ludovic Denoyer
Multi-view Generative Adversarial Networks. ECML/PKDD (2) (2017)
Ali Ziat, Edouard Delasalles, Ludovic Denoyer, Patrick Gallinari
Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery. ICDM (2017)
Gabriella Contardo, Ludovic Denoyer, Thierry Artières
A Meta-Learning Approach to One-Step Active Learning. CoRR (2017)
Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
Word Translation Without Parallel Data. CoRR (2017)
Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato
Fader Networks: Manipulating Images by Sliding Attributes. NIPS (2017)
Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato
Fader Networks: Manipulating Images by Sliding Attributes. CoRR (2017)
Tom Veniat, Ludovic Denoyer
Learning Time-Efficient Deep Architectures with Budgeted Super Networks. CoRR (2017)
Thomas Gerald, Nicolas Baskiotis, Ludovic Denoyer
Binary Stochastic Representations for Large Multi-class Classification. ICONIP (1) (2017)
Gabriella Contardo, Ludovic Denoyer, Thierry Artières
Sequential Cost-Sensitive Feature Acquisition. IDA (2016)
Gabriella Contardo, Ludovic Denoyer, Thierry Artières
Recurrent Neural Networks for Adaptive Feature Acquisition. ICONIP (3) (2016)
Aurélia Léon, Ludovic Denoyer
Options Discovery with Budgeted Reinforcement Learning. CoRR (2016)
Aurélia Léon, Ludovic Denoyer
Policy-gradient methods for Decision Trees. ESANN (2016)
Mickaël Chen, Ludovic Denoyer
Multi-view Generative Adversarial Networks. CoRR (2016)
Gabriella Contardo, Ludovic Denoyer, Thierry Artières
Sequential Cost-Sensitive Feature Acquisition. CoRR (2016)
Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer
Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series. ESANN (2016)
Ali Ziat, Bertrand Leroy, Nicolas Baskiotis, Ludovic Denoyer
Joint prediction of road-traffic and parking occupancy over a city with representation learning. ITSC (2016)
Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer
Car-Traffic Forecasting: A Representation Learning Approach. MUD@ICML (2015)
Thibault Gisselbrecht, Ludovic Denoyer, Patrick Gallinari, Sylvain Lamprier
Apprentissage en temps réel pour la collecte d'information dans les réseaux sociaux. CORIA (2015)
Aurélia Léon, Ludovic Denoyer
Reinforced Decision Trees. CoRR (2015)
Thibault Gisselbrecht, Ludovic Denoyer, Patrick Gallinari, Sylvain Lamprier
Apprentissage en temps réel pour la collecte d'information dans les réseaux sociaux. Document Numérique 18 (2-3) (2015)
Thibault Gisselbrecht, Ludovic Denoyer, Patrick Gallinari, Sylvain Lamprier
WhichStreams: A Dynamic Approach for Focused Data Capture from Large Social Media. ICWSM (2015)
Gabriella Contardo, Ludovic Denoyer, Thierry Artières
Representation Learning for cold-start recommendation. ICLR (Workshop) (2015)
Maria Laura Maag, Ludovic Denoyer, Patrick Gallinari
Graph Anonymization Using Machine Learning. AINA (2014)
Cédric Lagnier, Simon Bourigault, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari
Learning Information Spread in Content Networks. ICLR (Workshop Poster) (2014)
Gabriel Dulac-Arnold, Ludovic Denoyer, Nicolas Thome, Matthieu Cord, Patrick Gallinari
Sequentially Generated Instance-Dependent Image Representations for Classification. ICLR (2014)
Ludovic Denoyer, Patrick Gallinari
Deep Sequential Neural Network. CoRR (2014)
Yann Jacob, Ludovic Denoyer, Patrick Gallinari
Learning latent representations of nodes for classifying in heterogeneous social networks. WSDM (2014)
Simon Bourigault, Cédric Lagnier, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari
Apprentissage de représentation pour la diffusion d'Information dans les réseaux sociaux. CORIA-CIFED (2014)
Simon Bourigault, Cédric Lagnier, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari
Learning social network embeddings for predicting information diffusion. WSDM (2014)
Gabriella Contardo, Ludovic Denoyer, Thierry Artières, Patrick Gallinari
Learning States Representations in POMDP. ICLR (Workshop Poster) (2014)
Cédric Lagnier, Ludovic Denoyer, Éric Gaussier, Patrick Gallinari
Predicting Information Diffusion in Social Networks Using Content and User's Profiles. ECIR (2013)
Ricardo Lage, Ludovic Denoyer, Patrick Gallinari, Peter Dolog
Choosing which message to publish on social networks: a contextual bandit approach. ASONAM (2013)
Sheng Gao, Ludovic Denoyer, Patrick Gallinari, Jun Guo
Latent Factor BlockModel for Modelling Relational Data. ECIR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ludovic Denoyer