Florian Strub

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 60

Top Topics

Nash Equilibrium

Reinforcement Learning

Natural Language Generation

Top Venues

Publications

Mathieu Rita, Florian Strub, Rahma Chaabouni, Paul Michel, Emmanuel Dupoux, Olivier Pietquin
Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning. ACL (Findings) (2024)
Yannis Flet-Berliac, Nathan Grinsztajn, Florian Strub, Eugene Choi, Chris Cremer, Arash Ahmadian, Yash Chandak, Mohammad Gheshlaghi Azar, Olivier Pietquin, Matthieu Geist
Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion. CoRR (2024)
Nathan Grinsztajn, Yannis Flet-Berliac, Mohammad Gheshlaghi Azar, Florian Strub, Bill Wu, Eugene Choi, Chris Cremer, Arash Ahmadian, Yash Chandak, Olivier Pietquin, Matthieu Geist
Averaging log-likelihoods in direct alignment. CoRR (2024)
Mathieu Rita, Paul Michel, Rahma Chaabouni, Olivier Pietquin, Emmanuel Dupoux, Florian Strub
Language Evolution with Deep Learning. CoRR (2024)
Mathieu Rita, Florian Strub, Rahma Chaabouni, Paul Michel, Emmanuel Dupoux, Olivier Pietquin
Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning. CoRR (2024)
Michael Noukhovitch, Samuel Lavoie, Florian Strub, Aaron C. Courville
Language Model Alignment with Elastic Reset. NeurIPS (2023)
Michael Noukhovitch, Samuel Lavoie, Florian Strub, Aaron C. Courville
Language Model Alignment with Elastic Reset. CoRR (2023)
Pierre Harvey Richemond, Allison C. Tam, Yunhao Tang, Florian Strub, Bilal Piot, Felix Hill
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick. ICML (2023)
Matko Bosnjak, Pierre H. Richemond, Nenad Tomasev, Florian Strub, Jacob C. Walker, Felix Hill, Lars Holger Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic
SemPPL: Predicting pseudo-labels for better contrastive representations. CoRR (2023)
Matko Bosnjak, Pierre Harvey Richemond, Nenad Tomasev, Florian Strub, Jacob C. Walker, Felix Hill, Lars Holger Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic
SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations. ICLR (2023)
Pierre H. Richemond, Allison C. Tam, Yunhao Tang, Florian Strub, Bilal Piot, Felix Hill
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick. CoRR (2023)
Mathieu Rita, Florian Strub, Jean-Bastien Grill, Olivier Pietquin, Emmanuel Dupoux
On the role of population heterogeneity in emergent communication. CoRR (2022)
Mathieu Rita, Corentin Tallec, Paul Michel, Jean-Bastien Grill, Olivier Pietquin, Emmanuel Dupoux, Florian Strub
Emergent Communication: Generalization and Overfitting in Lewis Games. NeurIPS (2022)
Ian M. Gemp, Thomas W. Anthony, Yoram Bachrach, Avishkar Bhoopchand, Kalesha Bullard, Jerome T. Connor, Vibhavari Dasagi, Bart De Vylder, Edgar A. Duéñez-Guzmán, Romuald Elie, Richard Everett, Daniel Hennes, Edward Hughes, Mina Khan, Marc Lanctot, Kate Larson, Guy Lever, Siqi Liu, Luke Marris, Kevin R. McKee, Paul Muller, Julien Pérolat, Florian Strub, Andrea Tacchetti, Eugene Tarassov, Zhe Wang, Karl Tuyls
Developing, evaluating and scaling learning agents in multi-agent environments. AI Commun. 35 (4) (2022)
Aleksandra Kalinowska, Elnaz Davoodi, Florian Strub, Kory W. Mathewson, Ivana Kajic, Michael Bowling, Todd D. Murphey, Patrick M. Pilarski
Over-communicate no more: Situated RL agents learn concise communication protocols. CoRR (2022)
Rahma Chaabouni, Florian Strub, Florent Altché, Eugene Tarassov, Corentin Tallec, Elnaz Davoodi, Kory Wallace Mathewson, Olivier Tieleman, Angeliki Lazaridou, Bilal Piot
Emergent Communication at Scale. ICLR (2022)
Julien Pérolat, Bart De Vylder, Daniel Hennes, Eugene Tarassov, Florian Strub, Vincent de Boer, Paul Muller, Jerome T. Connor, Neil Burch, Thomas W. Anthony, Stephen McAleer, Romuald Elie, Sarah H. Cen, Zhe Wang, Audrunas Gruslys, Aleksandra Malysheva, Mina Khan, Sherjil Ozair, Finbarr Timbers, Toby Pohlen, Tom Eccles, Mark Rowland, Marc Lanctot, Jean-Baptiste Lespiau, Bilal Piot, Shayegan Omidshafiei, Edward Lockhart, Laurent Sifre, Nathalie Beauguerlange, Rémi Munos, David Silver, Satinder Singh, Demis Hassabis, Karl Tuyls
Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning. CoRR (2022)
Mathieu Rita, Florian Strub, Jean-Bastien Grill, Olivier Pietquin, Emmanuel Dupoux
On the role of population heterogeneity in emergent communication. ICLR (2022)
Ian M. Gemp, Thomas W. Anthony, Yoram Bachrach, Avishkar Bhoopchand, Kalesha Bullard, Jerome T. Connor, Vibhavari Dasagi, Bart De Vylder, Edgar Duéñez-Guzmán, Romuald Elie, Richard Everett, Daniel Hennes, Edward Hughes, Mina Khan, Marc Lanctot, Kate Larson, Guy Lever, Siqi Liu, Luke Marris, Kevin R. McKee, Paul Muller, Julien Pérolat, Florian Strub, Andrea Tacchetti, Eugene Tarassov, Zhe Wang, Karl Tuyls
Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments. CoRR (2022)
Alice Martin, Guillaume Quispe, Charles Ollion, Sylvain Le Corff, Florian Strub, Olivier Pietquin
Learning Natural Language Generation with Truncated Reinforcement Learning. NAACL-HLT (2022)
Mathieu Rita, Corentin Tallec, Paul Michel, Jean-Bastien Grill, Olivier Pietquin, Emmanuel Dupoux, Florian Strub
Emergent Communication: Generalization and Overfitting in Lewis Games. CoRR (2022)
Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Patraaucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman
Broaden Your Views for Self-Supervised Video Learning. ICCV (2021)
Alice Martin Donati, Guillaume Quispe, Charles Ollion, Sylvain Le Corff, Florian Strub, Olivier Pietquin
Learning Natural Language Generation from Scratch. CoRR (2021)
Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin
Don't Do What Doesn't Matter: Intrinsic Motivation with Action Usefulness. IJCAI (2021)
Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin
Don't Do What Doesn't Matter: Intrinsic Motivation with Action Usefulness. CoRR (2021)
Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Patraucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman
Broaden Your Views for Self-Supervised Video Learning. CoRR (2021)
Yuchen Lu, Soumye Singhal, Florian Strub, Olivier Pietquin, Aaron C. Courville
Countering Language Drift with Seeded Iterated Learning. CoRR (2020)
Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin
A Machine of Few Words: Interactive Speaker Recognition with Reinforcement Learning. INTERSPEECH (2020)
Geoffrey Cideron, Mathieu Seurin, Florian Strub, Olivier Pietquin
HIGhER: Improving instruction following with Hindsight Generation for Experience Replay. SSCI (2020)
Yuchen Lu, Soumye Singhal, Florian Strub, Olivier Pietquin, Aaron C. Courville
Supervised Seeded Iterated Learning for Interactive Language Learning. EMNLP (1) (2020)
Jean-Bastien Grill, Florian Strub, Florent Altché, Corentin Tallec, Pierre H. Richemond, Elena Buchatskaya, Carl Doersch, Bernardo Ávila Pires, Zhaohan Daniel Guo, Mohammad Gheshlaghi Azar, Bilal Piot, Koray Kavukcuoglu, Rémi Munos, Michal Valko
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning. CoRR (2020)
Pierre H. Richemond, Jean-Bastien Grill, Florent Altché, Corentin Tallec, Florian Strub, Andrew Brock, Samuel L. Smith, Soham De, Razvan Pascanu, Bilal Piot, Michal Valko
BYOL works even without batch statistics. CoRR (2020)
Jean-Bastien Grill, Florian Strub, Florent Altché, Corentin Tallec, Pierre H. Richemond, Elena Buchatskaya, Carl Doersch, Bernardo Ávila Pires, Zhaohan Guo, Mohammad Gheshlaghi Azar, Bilal Piot, Koray Kavukcuoglu, Rémi Munos, Michal Valko
Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning. NeurIPS (2020)
Yuchen Lu, Soumye Singhal, Florian Strub, Olivier Pietquin, Aaron C. Courville
Supervised Seeded Iterated Learning for Interactive Language Learning. CoRR (2020)
Yuchen Lu, Soumye Singhal, Florian Strub, Aaron C. Courville, Olivier Pietquin
Countering Language Drift with Seeded Iterated Learning. ICML (2020)
Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin
A Machine of Few Words - Interactive Speaker Recognition with Reinforcement Learning. CoRR (2020)
Alice Martin, Charles Ollion, Florian Strub, Sylvain Le Corff, Olivier Pietquin
The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction. CoRR (2020)
Geoffrey Cideron, Mathieu Seurin, Florian Strub, Olivier Pietquin
Self-Educated Language Agent with Hindsight Experience Replay for Instruction Following. ViGIL@NeurIPS (2019)
Marie-Agathe Charpagne, Florian Strub, Tresa M. Pollock
Accurate reconstruction of EBSD datasets by a multimodal data approach using an evolutionary algorithm. CoRR (2019)
Florian Strub, Marie-Agathe Charpagne, Tresa M. Pollock
Correction of Electron Back-scattered Diffraction datasets using an evolutionary algorithm. CoRR (2019)
Geoffrey Cideron, Mathieu Seurin, Florian Strub, Olivier Pietquin
Self-Educated Language Agent With Hindsight Experience Replay For Instruction Following. CoRR (2019)
Florian Strub, Mathieu Seurin, Ethan Perez, Harm de Vries, Jérémie Mary, Philippe Preux, Aaron C. Courville, Olivier Pietquin
Visual Reasoning with Multi-hop Feature Modulation. ECCV (5) (2018)
Ethan Perez, Florian Strub, Harm de Vries, Vincent Dumoulin, Aaron C. Courville
FiLM: Visual Reasoning with a General Conditioning Layer. AAAI (2018)
Hado van Hasselt, Yotam Doron, Florian Strub, Matteo Hessel, Nicolas Sonnerat, Joseph Modayil
Deep Reinforcement Learning and the Deadly Triad. CoRR (2018)
Florian Strub, Mathieu Seurin, Ethan Perez, Harm de Vries, Jérémie Mary, Philippe Preux, Aaron C. Courville, Olivier Pietquin
Visual Reasoning with Multi-hop Feature Modulation. CoRR (2018)
Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron C. Courville
HoME: a Household Multimodal Environment. ICLR (Workshop) (2018)
Julien Pérolat, Florian Strub, Bilal Piot, Olivier Pietquin
Learning Nash Equilibrium for General-Sum Markov Games from Batch Data. AISTATS (2017)
Harm de Vries, Florian Strub, Jérémie Mary, Hugo Larochelle, Olivier Pietquin, Aaron C. Courville
Modulating early visual processing by language. CoRR (2017)
Ethan Perez, Harm de Vries, Florian Strub, Vincent Dumoulin, Aaron C. Courville
Learning Visual Reasoning Without Strong Priors. CoRR (2017)
Simon Brodeur, Ethan Perez, Ankesh Anand, Florian Golemo, Luca Celotti, Florian Strub, Jean Rouat, Hugo Larochelle, Aaron C. Courville
HoME: a Household Multimodal Environment. CoRR (2017)
Ethan Perez, Florian Strub, Harm de Vries, Vincent Dumoulin, Aaron C. Courville
FiLM: Visual Reasoning with a General Conditioning Layer. CoRR (2017)
Florian Strub, Harm de Vries, Jérémie Mary, Bilal Piot, Aaron C. Courville, Olivier Pietquin
End-to-end optimization of goal-driven and visually grounded dialogue systems. IJCAI (2017)
Florian Strub, Harm de Vries, Jérémie Mary, Bilal Piot, Aaron C. Courville, Olivier Pietquin
End-to-end optimization of goal-driven and visually grounded dialogue systems. CoRR (2017)
Harm de Vries, Florian Strub, Jérémie Mary, Hugo Larochelle, Olivier Pietquin, Aaron C. Courville
Modulating early visual processing by language. NIPS (2017)
Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle, Aaron C. Courville
GuessWhat?! Visual Object Discovery through Multi-modal Dialogue. CVPR (2017)
Florian Strub, Jérémie Mary, Romaric Gaudel
Hybrid Recommender System based on Autoencoders. CoRR (2016)
Florian Strub, Romaric Gaudel, Jérémie Mary
Hybrid Recommender System based on Autoencoders. DLRS@RecSys (2016)
Harm de Vries, Florian Strub, Sarath Chandar, Olivier Pietquin, Hugo Larochelle, Aaron C. Courville
GuessWhat?! Visual object discovery through multi-modal dialogue. CoRR (2016)
Florian Strub, Jérémie Mary, Romaric Gaudel
Hybrid Collaborative Filtering with Neural Networks. CoRR (2016)
Julien Pérolat, Florian Strub, Bilal Piot, Olivier Pietquin
Learning Nash Equilibrium for General-Sum Markov Games from Batch Data. CoRR (2016)