Florian Strub

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All published works

Action	Title	Year	Authors
+ PDF Chat	Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier	2024	John Dang Shivalika Singh Daniel D'souza Arash Ahmadian Alejandro Salamanca Madeline Smith Aidan Peppin Sung‐Hoon Hong Manoj Govindassamy T.C. Zhao
+ PDF Chat	Averaging log-likelihoods in direct alignment	2024	Nathan Grinsztajn Yannis Flet-Berliac Mohammad Gheshlaghi Azar Florian Strub Bill X. Wu Eugene Choi Chris Cremer Arash Ahmadian Yash Chandak Olivier Pietquin
+ PDF Chat	Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion	2024	Yannis Flet-Berliac Nathan Grinsztajn Florian Strub Eugene Choi Chris Cremer Arash Ahmadian Yash Chandak Mohammad Gheshlaghi Azar Olivier Pietquin Matthieu Geist
+ PDF Chat	Countering Reward Over-optimization in LLM with Demonstration-Guided Reinforcement Learning	2024	Mathieu Rita Florian Strub Rahma Chaabouni Paul Michel Emmanuel Dupoux Olivier Pietquin
+ PDF Chat	Language Evolution with Deep Learning	2024	Mathieu Rita Paul Michel Rahma Chaabouni Olivier Pietquin Emmanuel Dupoux Florian Strub
+ PDF Chat	Countering Reward Over-Optimization in LLM with Demonstration-Guided Reinforcement Learning	2024	Mathieu Rita Florian Strub Rahma Chaabouni Paul Michel Emmanuel Dupoux Olivier Pietquin
+	SemPPL: Predicting pseudo-labels for better contrastive representations	2023	Matko Bošnjak Pierre H. Richemond Nenad Tomašev Florian Strub Jacob C. Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrovic
+	The Edge of Orthogonality: A Simple View of What Makes BYOL Tick	2023	Pierre H. Richemond Allison Tam Yunhao Tang Florian Strub Bilal Piot Felix Hill
+	Language Model Alignment with Elastic Reset	2023	Michael Noukhovitch Samuel Lavoie Florian Strub Aaron Courville
+ PDF Chat	Mastering the game of Stratego with model-free multiagent reinforcement learning	2022	Julien Pérolat Bart De Vylder Daniel Hennes Eugene Tarassov Florian Strub Vincent C. J. de Boer Paul Müller Jerome T. Connor Neil Burch Thomas Anthony
+ PDF Chat	Developing, evaluating and scaling learning agents in multi-agent environments	2022	Ian Gemp Thomas Anthony Yoram Bachrach Avishkar Bhoopchand Kalesha Bullard Jerome T. Connor Vibhavari Dasagi Bart De Vylder Edgar A. Duéñez‐Guzmán Romuald Élie
+	Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning	2022	Julien Pérolat Bart De Vylder Daniel Hennes Eugene Tarassov Florian Strub Vincent De Boer Paul Müller Jerome T. Connor Neil Burch T Anthony
+	Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments	2022	Ian Gemp T Anthony Yoram Bachrach Avishkar Bhoopchand Kalesha Bullard Jerome J. Connor Vibhavari Dasagi Bart De Vylder Edgar A. Duéñez‐Guzmán Romuald Élie
+	Emergent Communication: Generalization and Overfitting in Lewis Games	2022	Mathieu Rita Corentin Tallec Paul Michel Jean-Bastien Grill Olivier Pietquin Emmanuel Dupoux Florian Strub
+	On the role of population heterogeneity in emergent communication	2022	Mathieu Rita Florian Strub Jean-Bastien Grill Olivier Pietquin Emmanuel Dupoux
+	Over-communicate no more: Situated RL agents learn concise communication protocols	2022	Aleksandra Kalinowska Elnaz Davoodi Florian Strub Kory W Mathewson Ivana Kajić Michael Bowling Todd Murphey Patrick M. Pilarski
+ PDF Chat	Broaden Your Views for Self-Supervised Video Learning	2021	Adrià Recasens Pauline Luc Jean-Baptiste Alayrac Luyu Wang Florian Strub Corentin Tallec Mateusz Malinowski Viorica Patraaucean Florent Altché Michal Vaľko
+	Don’t Do What Doesn’t Matter: Intrinsic Motivation with Action Usefulness	2021	Mathieu Seurin Florian Strub Pierre‐Marie Preux Olivier Pietquin
+	Broaden Your Views for Self-Supervised Video Learning	2021	Adrià Recasens Pauline Luc Jean-Baptiste Alayrac Luyu Wang Florian Strub Corentin Tallec Mateusz Malinowski Viorica Pătrăucean Florent Altché Michal Vaľko
+	Don't Do What Doesn't Matter: Intrinsic Motivation with Action Usefulness	2021	Mathieu Seurin Florian Strub Pierre‐Marie Preux Olivier Pietquin
+	Learning Natural Language Generation from Scratch	2021	Alice Martin Donati Guillaume Quispe Charles Ollion Sylvain Le Corff Florian Strub Olivier Pietquin
+	Broaden Your Views for Self-Supervised Video Learning	2021	Adrià Recasens Pauline Luc Jean-Baptiste Alayrac Luyu Wang Ross Hemsley Florian Strub Corentin Tallec Mateusz Malinowski Viorica Pătrăucean Florent Altché
+ PDF Chat	The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction	2020	Alice O. Martın Charles Ollion Florian Strub Sylvain Le Corff Olivier Pietquin
+ PDF Chat	HIGhER: Improving instruction following with Hindsight Generation for Experience Replay	2020	Geoffrey Cideron Mathieu Seurin Florian Strub Olivier Pietquin
+ PDF Chat	A Machine of Few Words: Interactive Speaker Recognition with Reinforcement Learning	2020	Mathieu Seurin Florian Strub Pierre‐Marie Preux Olivier Pietquin
+	BYOL works even without batch statistics.	2020	Pierre H. Richemond Jean-Bastien Grill Florent Altché Corentin Tallec Florian Strub Andrew Brock Samuel Smith Soham De Razvan Pascanu Bilal Piot
+	Countering Language Drift with Seeded Iterated Learning	2020	Yuchen Lu Soumye Singhal Florian Strub Olivier Pietquin Aaron Courville
+	Countering Language Drift with Seeded Iterated Learning	2020	Yuchen Lu Soumye Singhal Florian Strub Aaron Courville Olivier Pietquin
+	Bootstrap your own latent: A new approach to self-supervised Learning	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
+	Supervised Seeded Iterated Learning for Interactive Language Learning	2020	Yuchen Lu Soumye Singhal Florian Strub Olivier Pietquin Aaron Courville
+	Supervised Seeded Iterated Learning for Interactive Language Learning	2020	Yuchen Lu Soumye Singhal Florian Strub Olivier Pietquin Aaron Courville
+	BYOL works even without batch statistics	2020	Pierre H. Richemond Jean-Bastien Grill Florent Altché Corentin Tallec Florian Strub Andrew Brock Samuel Smith Soham De Razvan Pascanu Bilal Piot
+	A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning	2020	Mathieu Seurin Florian Strub Pierre‐Marie Preux Olivier Pietquin
+	The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction	2020	Alice O. Martın Charles Ollion Florian Strub Sylvain Le Corff Olivier Pietquin
+	Self-Educated Language Agent With Hindsight Experience Replay For Instruction Following	2019	Geoffrey Cideron Mathieu Seurin Florian Strub Olivier Pietquin
+ PDF Chat	Accurate reconstruction of EBSD datasets by a multimodal data approach using an evolutionary algorithm	2019	Marie‐Agathe Charpagne Florian Strub Tresa M. Pollock
+	Correction of Electron Back-scattered Diffraction datasets using an evolutionary algorithm	2019	Florian Strub Marie‐Agathe Charpagne Tresa M. Pollock
+ PDF Chat	FiLM: Visual Reasoning with a General Conditioning Layer	2018	Ethan Perez Florian Strub Harm de Vries Vincent Dumoulin Aaron Courville
+ PDF Chat	Visual Reasoning with Multi-hop Feature Modulation	2018	Florian Strub Mathieu Seurin Ethan Perez Harm de Vries Jérémie Mary Pierre‐Marie Preux Aaron Courville Olivier Pietquin
+	Deep Reinforcement Learning and the Deadly Triad	2018	Hado van Hasselt Yotam Doron Florian Strub Matteo Hessel Nicolas Sonnerat Joseph Modayil
+ PDF Chat	HoME: a Household Multimodal Environment	2017	Simon Brodeur Ethan Perez Ankesh Anand Florian Golemo Luca Celotti Florian Strub Jean Rouat Hugo Larochelle Aaron Courville
+ PDF Chat	End-to-end optimization of goal-driven and visually grounded dialogue systems Harm de Vries	2017	Florian Strub Harm de Vries Jérémie Mary Bilal Piot Aaron Courville Olivier Pietquin
+	End-to-end optimization of goal-driven and visually grounded dialogue systems	2017	Florian Strub Harm de Vries Jérémie Mary Bilal Piot Aaron Courville Olivier Pietquin
+ PDF Chat	GuessWhat?! Visual Object Discovery through Multi-modal Dialogue	2017	Harm de Vries Florian Strub Sarath Chandar Olivier Pietquin Hugo Larochelle Aaron Courville
+	End-to-end optimization of goal-driven and visually grounded dialogue systems	2017	Florian Strub Harm de Vries Jérémie Mary Bilal Piot Aaron Courville Olivier Pietquin
+	Modulating early visual processing by language	2017	Harm de Vries Florian Strub Jérémie Mary Hugo Larochelle Olivier Pietquin Aaron Courville
+	FiLM: Visual Reasoning with a General Conditioning Layer	2017	Ethan Perez Harm de Vries Florian Strub Vincent Dumoulin Aaron Courville
+	HoME: a Household Multimodal Environment	2017	Simon Brodeur Ethan Perez Ankesh Anand Florian Golemo Luca Celotti Florian Strub Jean Rouat Hugo Larochelle Aaron Courville
+	End-to-end optimization of goal-driven and visually grounded dialogue systems	2017	Florian Strub Harm de Vries Jérémie Mary Bilal Piot Aaron Courville Olivier Pietquin
+	GuessWhat?! Visual object discovery through multi-modal dialogue	2016	Harm de Vries Florian Strub Sarath Chandar Olivier Pietquin Hugo Larochelle Aaron Courville
+ PDF Chat	Hybrid Recommender System based on Autoencoders	2016	Florian Strub Romaric Gaudel Jérémie Mary
+	Hybrid Collaborative Filtering with Neural Networks	2016	Florian Strub Jérémie Mary Romaric Gaudel
+	Hybrid Collaborative Filtering with Neural Networks Romaric Gaudel	2016	Florian Strub Jérémie Mary Romaric Gaudel
+	Hybrid Collaborative Filtering with Autoencoders	2016	Florian Strub Jérémie Mary Romaric Gaudel
+	Learning Nash Equilibrium for General-Sum Markov Games from Batch Data	2016	Julien Pérolat Florian Strub Bilal Piot Olivier Pietquin
+	GuessWhat?! Visual object discovery through multi-modal dialogue	2016	Harm de Vries Florian Strub Sarath Chandar Olivier Pietquin Hugo Larochelle Aaron Courville

Common Coauthors

Coauthor	Papers Together
Olivier Pietquin	28
Aaron Courville	18
Harm de Vries	11
Bilal Piot	11
Jérémie Mary	10
Jean-Bastien Grill	8
Mathieu Seurin	7
Florent Altché	6
Corentin Tallec	6
Michal Vaľko	6
Hugo Larochelle	6
Pierre‐Marie Preux	5
Pierre H. Richemond	5
Emmanuel Dupoux	5
Julien Pérolat	5
Ethan Perez	5
Marc Lanctot	4
Romaric Gaudel	4
Paul Michel	4
Daniel Hennes	4
Yuchen Lu	4
Karl Tuyls	4
Eugene Tarassov	4
Soumye Singhal	4
Mina Khan	4
Romuald Élie	4
Bart De Vylder	4
Sylvain Le Corff	3
Jean-Baptiste Alayrac	3
Rahma Chaabouni	3
Adrià Recasens	3
Yannis Flet-Berliac	3
Razvan Pascanu	3
Mateusz Malinowski	3
Luyu Wang	3
Jerome T. Connor	3
Pauline Luc	3
Aäron van den Oord	3
Arash Ahmadian	3
Sarath Chandar	3
Rémi Munos	3
Nathan Grinsztajn	3
Andrew Zisserman	3
Mohammad Gheshlaghi Azar	3
Charles Ollion	3
Sherjil Ozair	2
Vibhavari Dasagi	2
Edward Hughes	2
Andrew Brock	2
T Anthony	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	10
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	9
+ PDF Chat	GuessWhat?! Visual Object Discovery through Multi-modal Dialogue	2017	Harm de Vries Florian Strub Sarath Chandar Olivier Pietquin Hugo Larochelle Aaron Courville	9
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	8
+	Hierarchical Question-Image Co-Attention for Visual Question Answering	2016	Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh	7
+	VQA: Visual Question Answering	2015	Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. Lawrence Zitnick Dhruv Batra Devi Parikh	5
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	5
+ PDF Chat	Kalman Temporal Differences	2010	M. Geist Olivier Pietquin	4
+	Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning	2020	Angeliki Lazaridou Anna Potapenko Olivier Tieleman	4
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	4
+ PDF Chat	Deep Reinforcement Learning for Dialogue Generation	2016	Jiwei Li Will Monroe Alan Ritter Dan Jurafsky Michel Galley Jianfeng Gao	4
+	Improved Baselines with Momentum Contrastive Learning	2020	Xinlei Chen Haoqi Fan Ross Girshick Kaiming He	4
+	End-to-end optimization of goal-driven and visually grounded dialogue systems	2017	Florian Strub Harm de Vries Jérémie Mary Bilal Piot Aaron Courville Olivier Pietquin	4
+	Asynchronous Methods for Deep Reinforcement Learning	2016	Volodymyr Mnih Adrià Puigdomènech Badia Mehdi Mirza Alex Graves Tim Harley Timothy Lillicrap David Silver Koray Kavukcuoglu	4
+ PDF Chat	Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning	2017	Abhishek Das Satwik Kottur José M. F. Moura Stefan Lee Dhruv Batra	4
+ PDF Chat	Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering	2017	Yash Goyal Tejas Khot Douglas Summers-Stay Dhruv Batra Devi Parikh	4
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	4
+ PDF Chat	Stacked Attention Networks for Image Question Answering	2016	Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola	4
+ PDF Chat	CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning	2017	Justin Johnson Bharath Hariharan Laurens van der Maaten Li Fei-Fei C. Lawrence Zitnick Ross Girshick	4
+	SGDR: Stochastic Gradient Descent with Warm Restarts	2016	Ilya Loshchilov Frank Hutter	3
+ PDF Chat	Unsupervised Visual Representation Learning by Context Prediction	2015	Carl Doersch Abhinav Gupta Alexei A. Efros	3
+	A Learned Representation For Artistic Style	2016	Vincent Dumoulin Jonathon Shlens Manjunath Kudlur	3
+	Countering Language Drift with Seeded Iterated Learning	2020	Yuchen Lu Soumye Singhal Florian Strub Aaron Courville Olivier Pietquin	3
+	Learning End-to-End Goal-Oriented Dialog	2016	Antoine Bordes Y-Lan Boureau Jason Weston	3
+	Countering Language Drift via Visual Grounding	2019	Jason Lee Kyunghyun Cho Douwe Kiela	3
+ PDF Chat	Momentum Contrast for Unsupervised Visual Representation Learning	2020	Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross Girshick	3
+	Ask Your Neurons: A Neural-based Approach to Answering Questions about Images	2015	Mateusz Malinowski Marcus Rohrbach Mario Fritz	3
+ PDF Chat	Context Encoders: Feature Learning by Inpainting	2016	Deepak Pathak Philipp Krähenbühl Jeff Donahue Trevor Darrell Alexei A. Efros	3
+ PDF Chat	Neural Machine Translation of Rare Words with Subword Units	2016	Rico Sennrich Barry Haddow Alexandra Birch	3
+	Multi30K: Multilingual English-German Image Descriptions	2016	Desmond Elliott Stella Frank Khalil Sima’an Lucia Specia	3
+ PDF Chat	Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	2015	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+ PDF Chat	VQA: Visual Question Answering	2015	Stanislaw Antol Aishwarya Agrawal Jiasen Lu Margaret Mitchell Dhruv Batra C. Lawrence Zitnick Devi Parikh	3
+	Distributed Representations of Words and Phrases and their Compositionality	2013	Tomáš Mikolov Ilya Sutskever Kai Chen Greg S. Corrado Jay B. Dean	3
+	A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input	2014	Mateusz Malinowski Mario Fritz	3
+	Interactive Reinforcement Learning for Object Grounding via Self-Talking	2017	Yan Zhu Shaoting Zhang Dimitris Metaxas	3
+	Modulating early visual processing by language	2017	Harm de Vries Florian Strub Jérémie Mary Hugo Larochelle Olivier Pietquin Aaron Courville	3
+	Representation Learning with Contrastive Predictive Coding	2018	Aäron van den Oord Yazhe Li Oriol Vinyals	3
+	Grounded Language Learning in a Simulated 3D World	2017	Karl Moritz Hermann Felix Hill Simon Green Fumin Wang Ryan Faulkner Hubert Soyer David Szepesvari Wojciech Marian Czarnecki Max Jaderberg Denis Teplyashin	3
+ PDF Chat	Deep Clustering for Unsupervised Learning of Visual Features	2018	Mathilde Caron Piotr Bojanowski Armand Joulin Matthijs Douze	3
+ PDF Chat	Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles	2016	Mehdi Noroozi Paolo Favaro	3
+	Multi-Agent Cooperation and the Emergence of (Natural) Language	2016	Angeliki Lazaridou Alexander Peysakhovich Marco Baroni	3
+	Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation	2014	Kyunghyun Cho Bart van Merriënboer Çaǧlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio	3
+ PDF Chat	Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation	2014	Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik	2
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	2
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	2
+	Novel approach to nonlinear/non-Gaussian Bayesian state estimation	1993	Neil Gordon David Salmond A. F. M. Smith	2
+ PDF Chat	Sequential Monte Carlo smoothing with application to parameter estimation in nonlinear state space models	2008	Jimmy Olsson Olivier Cappé Randal Douc Éric Moulines	2
+	CliqueCNN: Deep Unsupervised Exemplar Learning	2016	Miguel Ángel Bautista Artsiom Sanakoyeu Ekaterina Sutter Björn Ommer	2
+	YouTube-8M: A Large-Scale Video Classification Benchmark	2016	Sami Abu-El-Haija Nisarg Kothari Joonseok Lee Apostol Natsev George Toderici Balakrishnan Varadarajan Sudheendra Vijayanarasimhan	2
+ PDF Chat	Revisiting Visual Question Answering Baselines	2016	Allan Jabri Armand Joulin Laurens van der Maaten	2