Arthur Douillard

31 papers A* 3Journal 22Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo. CoRR Zachary Charles, Gabriel Teston, Lucio Dery, Keith Rush, Nova Fallen, Zachary Garrett, Arthur Szlam, Arthur Douillard
2025	J	`jnl`	Eager Updates For Overlapped Communication and Computation in DiLoCo. CoRR Satyen Kale, Arthur Douillard, Yanislav Donchev
2025	J	`jnl`	Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch. CoRR Arthur Douillard, Yanislav Donchev, Keith Rush, Satyen Kale, Zachary Charles, Zachary Garrett, Gabriel Teston, Dave Lacey, Ross McIlroy, Jiajun Shen, Alexandre Ramé, Arthur Szlam, Marc'Aurelio Ranzato, Paul Barham
2025	J	`jnl`	Understanding Outer Optimizers in Local SGD: Learning Rates, Momentum, and Acceleration. CoRR Ahmed Khaled, Satyen Kale, Arthur Douillard, Chi Jin, Rob Fergus, Manzil Zaheer
2024	J	`jnl`	A Mechanism-Based Approach to Mitigating Harms from Persuasive Generative AI. CoRR 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
2024	J	`jnl`	Asynchronous Local-SGD Training for Language Modeling. CoRR Bo Liu, Rachita Chhaparia, Arthur Douillard, Satyen Kale, Andrei A. Rusu, Jiajun Shen, Arthur Szlam, Marc'Aurelio Ranzato
2024	J	`jnl`	DiPaCo: Distributed Path Composition. CoRR Arthur Douillard, Qixuan Feng, Andrei A. Rusu, Adhiguna Kuncoro, Yani Donchev, Rachita Chhaparia, Ionel Gog, Marc'Aurelio Ranzato, Jiajun Shen, Arthur Szlam
2024	J	`jnl`	WARP: On the Benefits of Weight Averaged Rewarded Policies. CoRR Alexandre Ramé, Johan Ferret, Nino Vieillard, Robert Dadashi, Léonard Hussenot, Pierre-Louis Cedoz, Pier Giuseppe Sessa, Sertan Girgin, Arthur Douillard, Olivier Bachem
2023	A*	`conf`	CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. CVPR Fabio Cermelli, Matthieu Cord, Arthur Douillard
2023	J	`jnl`	DiLoCo: Distributed Low-Communication Training of Language Models. CoRR Arthur Douillard, Qixuang Feng, Andrei A. Rusu, Rachita Chhaparia, Yani Donchev, Adhiguna Kuncoro, Marc'Aurelio Ranzato, Arthur Szlam, Jiajun Shen
2023	J	`jnl`	Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research. J. Mach. Learn. Res. Jörg Bornschein, Alexandre Galashov, Ross Hemsley, Amal Rannen-Triki, Yutian Chen, Arslan Chaudhry, Xu Owen He, Arthur Douillard, Massimo Caccia, Qixuan 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
2023	J	`jnl`	Towards Compute-Optimal Transfer Learning. CoRR Massimo Caccia, Alexandre Galashov, Arthur Douillard, Amal Rannen-Triki, Dushyant Rao, Michela Paganini, Laurent Charlin, Marc'Aurelio Ranzato, Razvan Pascanu
2022	J	`jnl`	CoMFormer: Continual Learning in Semantic and Panoptic Segmentation. CoRR Fabio Cermelli, Matthieu Cord, Arthur Douillard
2022	—	`conf`	CoRe: Color Regression for Multicolor Fashion Garments. CVPR Workshops Alexandre Ramé, Arthur Douillard, Charles Ollion
2022	—	`—`	Continual Learning for Computer Vision. (Apprentissage continu pour la vision par ordinateur). Arthur Douillard
2022	—	`conf`	Continual Learning with Foundation Models: An Empirical Study of Latent Replay. CoLLAs Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
2022	A*	`conf`	DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. CVPR Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord
2022	J	`jnl`	Foundational Models for Continual Learning: An Empirical Study of Latent Replay. CoRR Oleksiy Ostapenko, Timothée Lesort, Pau Rodríguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin
2022	—	`conf`	Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation. CVPR Workshops Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord
2022	J	`jnl`	Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation. CoRR Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord
2022	J	`jnl`	NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research. CoRR 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
2021	J	`jnl`	Continuum: Simple Management of Complex Continual Learning Scenarios. CoRR Arthur Douillard, Timothée Lesort
2021	J	`jnl`	DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion. CoRR Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord
2021	—	`conf`	Insights From the Future for Continual Learning. CVPR Workshops Arthur Douillard, Eduardo Valle, Charles Ollion, Thomas Robert, Matthieu Cord
2021	A*	`conf`	PLOP: Learning Without Forgetting for Continual Semantic Segmentation. CVPR Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord
2021	J	`jnl`	Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation. CoRR Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord
2020	J	`jnl`	CORE: Color Regression for Multiple Colors Fashion Garments. CoRR Alexandre Ramé, Arthur Douillard, Charles Ollion
2020	J	`jnl`	Insights from the Future for Continual Learning. CoRR Arthur Douillard, Eduardo Valle, Charles Ollion, Thomas Robert, Matthieu Cord
2020	J	`jnl`	PLOP: Learning without Forgetting for Continual Semantic Segmentation. CoRR Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord
2020	—	`conf`	PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning. ECCV (20) Arthur Douillard, Matthieu Cord, Charles Ollion, Thomas Robert, Eduardo Valle
2020	J	`jnl`	Small-Task Incremental Learning. CoRR Arthur Douillard, Matthieu Cord, Charles Ollion, Thomas Robert, Eduardo Valle