Arthur Douillard

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 25

Top Topics

Semantic Segmentation

Top Venues

Publications

Alexandre Ramé, Johan Ferret, Nino Vieillard, Robert Dadashi, Léonard Hussenot, Pierre-Louis Cedoz, Pier Giuseppe Sessa, Sertan Girgin, Arthur Douillard, Olivier Bachem
WARP: On the Benefits of Weight Averaged Rewarded Policies. CoRR (2024)
Arthur Douillard, Qixuan Feng, Andrei A. Rusu, Adhiguna Kuncoro, Yani Donchev, Rachita Chhaparia, Ionel Gog, Marc'Aurelio Ranzato, Jiajun Shen, Arthur Szlam
DiPaCo: Distributed Path Composition. CoRR (2024)
Seliem El-Sayed, Canfer Akbulut, Amanda McCroskery, Geoff Keeling, Zachary Kenton, Zaria Jalan, Nahema Marchal, Arianna Manzini, Toby Shevlane, Shannon Vallor, Daniel Susser, Matija Franklin, Sophie Bridgers, Harry Law, Matthew Rahtz, Murray Shanahan, Michael Henry Tessler, Arthur Douillard, Tom Everitt, Sasha Brown
A Mechanism-Based Approach to Mitigating Harms from Persuasive Generative AI. CoRR (2024)
Bo Liu, Rachita Chhaparia, Arthur Douillard, Satyen Kale, Andrei A. Rusu, Jiajun Shen, Arthur Szlam, Marc'Aurelio Ranzato
Asynchronous Local-SGD Training for Language Modeling. CoRR (2024)
Arthur Douillard, Qixuang Feng, Andrei A. Rusu, Rachita Chhaparia, Yani Donchev, Adhiguna Kuncoro, Marc'Aurelio Ranzato, Arthur Szlam, Jiajun Shen
DiLoCo: Distributed Low-Communication Training of Language Models. CoRR (2023)
Massimo Caccia, Alexandre Galashov, Arthur Douillard, Amal Rannen-Triki, Dushyant Rao, Michela Paganini, Laurent Charlin, Marc'Aurelio Ranzato, Razvan Pascanu
Towards Compute-Optimal Transfer Learning. CoRR (2023)
Fabio Cermelli, Matthieu Cord, Arthur Douillard
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. CVPR (2023)
Fabio Cermelli, Matthieu Cord, Arthur Douillard
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. CoRR (2022)
Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. CVPR (2022)
Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
Continual Learning with Foundation Models: An Empirical Study of Latent Replay. CoLLAs (2022)
Alexandre Ramé, Arthur Douillard, Charles Ollion
CoRe: Color Regression for Multicolor Fashion Garments. CVPR Workshops (2022)
Jörg Bornschein, Alexandre Galashov, Ross Hemsley, Amal Rannen-Triki, Yutian Chen, Arslan Chaudhry, Xu Owen He, Arthur Douillard, Massimo Caccia, Qixuang Feng, Jiajun Shen, Sylvestre-Alvise Rebuffi, Kitty Stacpoole, Diego de Las Casas, Will Hawkins, Angeliki Lazaridou, Yee Whye Teh, Andrei A. Rusu, Razvan Pascanu, Marc'Aurelio Ranzato
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research. CoRR (2022)
Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation. CoRR (2022)
Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation. CVPR Workshops (2022)
Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
Foundational Models for Continual Learning: An Empirical Study of Latent Replay. CoRR (2022)
Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord
PLOP: Learning Without Forgetting for Continual Semantic Segmentation. CVPR (2021)
Arthur Douillard, Eduardo Valle, Charles Ollion, Thomas Robert, Matthieu Cord
Insights From the Future for Continual Learning. CVPR Workshops (2021)
Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation. CoRR (2021)
Arthur Douillard, Timothée Lesort
Continuum: Simple Management of Complex Continual Learning Scenarios. CoRR (2021)
Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. CoRR (2021)
Alexandre Ramé, Arthur Douillard, Charles Ollion
CORE: Color Regression for Multiple Colors Fashion Garments. CoRR (2020)
Arthur Douillard, Matthieu Cord, Charles Ollion, Thomas Robert, Eduardo Valle
Small-Task Incremental Learning. CoRR (2020)
Arthur Douillard, Eduardo Valle, Charles Ollion, Thomas Robert, Matthieu Cord
Insights from the Future for Continual Learning. CoRR (2020)
Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord
PLOP: Learning without Forgetting for Continual Semantic Segmentation. CoRR (2020)
Arthur Douillard, Matthieu Cord, Charles Ollion, Thomas Robert, Eduardo Valle
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning. ECCV (20) (2020)