Alert button
Picture for Yann Dauphin

Yann Dauphin

Alert button

A density estimation perspective on learning from pairwise human preferences

Nov 30, 2023
Vincent Dumoulin, Daniel D. Johnson, Pablo Samuel Castro, Hugo Larochelle, Yann Dauphin

Viaarxiv icon

Tied-Augment: Controlling Representation Similarity Improves Data Augmentation

May 22, 2023
Emirhan Kurtulus, Zichao Li, Yann Dauphin, Ekin Dogus Cubuk

Figure 1 for Tied-Augment: Controlling Representation Similarity Improves Data Augmentation
Figure 2 for Tied-Augment: Controlling Representation Similarity Improves Data Augmentation
Figure 3 for Tied-Augment: Controlling Representation Similarity Improves Data Augmentation
Figure 4 for Tied-Augment: Controlling Representation Similarity Improves Data Augmentation
Viaarxiv icon

JaxPruner: A concise library for sparsity research

May 02, 2023
Joo Hyung Lee, Wonpyo Park, Nicole Mitchell, Jonathan Pilault, Johan Obando-Ceron, Han-Byul Kim, Namhoon Lee, Elias Frantar, Yun Long, Amir Yazdanbakhsh, Shivani Agrawal, Suvinay Subramanian, Xin Wang, Sheng-Chun Kao, Xingyao Zhang, Trevor Gale, Aart Bik, Woohyun Han, Milen Ferev, Zhonglin Han, Hong-Seok Kim, Yann Dauphin, Gintare Karolina Dziugaite, Pablo Samuel Castro, Utku Evci

Figure 1 for JaxPruner: A concise library for sparsity research
Figure 2 for JaxPruner: A concise library for sparsity research
Viaarxiv icon

Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets

Apr 06, 2023
Jonas Ngnawe, Marianne ABEMGNIGNI NJIFON, Jonathan Heek, Yann Dauphin

Figure 1 for Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets
Figure 2 for Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets
Figure 3 for Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets
Figure 4 for Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets
Viaarxiv icon

No One Representation to Rule Them All: Overlapping Features of Training Methods

Oct 26, 2021
Raphael Gontijo-Lopes, Yann Dauphin, Ekin D. Cubuk

Figure 1 for No One Representation to Rule Them All: Overlapping Features of Training Methods
Figure 2 for No One Representation to Rule Them All: Overlapping Features of Training Methods
Figure 3 for No One Representation to Rule Them All: Overlapping Features of Training Methods
Figure 4 for No One Representation to Rule Them All: Overlapping Features of Training Methods
Viaarxiv icon

Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral

Aug 25, 2021
Lucio M. Dery, Yann Dauphin, David Grangier

Figure 1 for Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral
Figure 2 for Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral
Figure 3 for Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral
Figure 4 for Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral
Viaarxiv icon

Continental-Scale Building Detection from High Resolution Satellite Imagery

Jul 29, 2021
Wojciech Sirko, Sergii Kashubin, Marvin Ritter, Abigail Annkah, Yasser Salah Eddine Bouchareb, Yann Dauphin, Daniel Keysers, Maxim Neumann, Moustapha Cisse, John Quinn

Figure 1 for Continental-Scale Building Detection from High Resolution Satellite Imagery
Figure 2 for Continental-Scale Building Detection from High Resolution Satellite Imagery
Figure 3 for Continental-Scale Building Detection from High Resolution Satellite Imagery
Figure 4 for Continental-Scale Building Detection from High Resolution Satellite Imagery
Viaarxiv icon