Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

BYOL-Explore: Exploration by Bootstrapped Prediction



Zhaohan Daniel Guo , Shantanu Thakoor , Miruna Pîslar , Bernardo Avila Pires , Florent Altché , Corentin Tallec , Alaa Saade , Daniele Calandriello , Jean-Bastien Grill , Yunhao Tang , Michal Valko , Rémi Munos , Mohammad Gheshlaghi Azar , Bilal Piot


   Access Paper or Ask Questions

Shaking the foundations: delusions in sequence models for interaction and control



Pedro A. Ortega , Markus Kunesch , Grégoire Delétang , Tim Genewein , Jordi Grau-Moya , Joel Veness , Jonas Buchli , Jonas Degrave , Bilal Piot , Julien Perolat , Tom Everitt , Corentin Tallec , Emilio Parisotto , Tom Erez , Yutian Chen , Scott Reed , Marcus Hutter , Nando de Freitas , Shane Legg

* DeepMind Tech Report, 16 pages, 4 figures 

   Access Paper or Ask Questions

Broaden Your Views for Self-Supervised Video Learning



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


   Access Paper or Ask Questions

Bootstrapped Representation Learning on Graphs



Shantanu Thakoor , Corentin Tallec , Mohammad Gheshlaghi Azar , Rémi Munos , Petar Veličković , Michal Valko


   Access Paper or Ask Questions

Learning Successor States and Goal-Dependent Values: A Mathematical Viewpoint



LĂ©onard Blier , Corentin Tallec , Yann Ollivier


   Access Paper or Ask Questions

BYOL works even without batch statistics



Pierre H. Richemond , Jean-Bastien Grill , Florent Altché , Corentin Tallec , Florian Strub , Andrew Brock , Samuel Smith , Soham De , Razvan Pascanu , Bilal Piot , Michal Valko


   Access Paper or Ask Questions

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning



Jean-Bastien Grill , Florian Strub , Florent Altché , Corentin Tallec , Pierre H. Richemond , Elena Buchatskaya , Carl Doersch , Bernardo Avila Pires , Zhaohan Daniel Guo , Mohammad Gheshlaghi Azar , Bilal Piot , Koray Kavukcuoglu , Rémi Munos , Michal Valko


   Access Paper or Ask Questions

Making Deep Q-learning methods robust to time discretization



Corentin Tallec , LĂ©onard Blier , Yann Ollivier


   Access Paper or Ask Questions

Mixed batches and symmetric discriminators for GAN training



Thomas Lucas , Corentin Tallec , Jakob Verbeek , Yann Ollivier

* Accepted at ICML 2018 (long oral) 

   Access Paper or Ask Questions

Can recurrent neural networks warp time?



Corentin Tallec , Yann Ollivier


   Access Paper or Ask Questions

1
2
>>