Douillard, Arthur

13 publications

NeurIPS 2025 Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo Zachary Charles, Gabriel Teston, Lucio M. Dery, J Keith Rush, Nova Fallen, Zachary Garrett, Arthur Szlam, Arthur Douillard

NeurIPS 2025 Understanding Outer Optimizers in Local SGD: Learning Rates, Momentum, and Acceleration Ahmed Khaled, Satyen Kale, Arthur Douillard, Chi Jin, Rob Fergus, Manzil Zaheer

ICMLW 2024 Asynchronous Local-SGD Training for Language Modeling Bo Liu, Rachita Chhaparia, Arthur Douillard, Satyen Kale, Andrei Alex Rusu, Jiajun Shen, Arthur Szlam, MarcAurelio Ranzato

ICMLW 2024 DiLoCo: Distributed Low-Communication Training of Language Models Arthur Douillard, Qixuan Feng, Andrei Alex Rusu, Rachita Chhaparia, Yani Donchev, Adhiguna Kuncoro, MarcAurelio Ranzato, Arthur Szlam, Jiajun Shen

CVPR 2023 CoMFormer: Continual Learning in Semantic and Panoptic Segmentation Fabio Cermelli, Matthieu Cord, Arthur Douillard

JMLR 2023 Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research Jorg 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

CVPRW 2022 CoRe: Color Regression for Multicolor Fashion Garments Alexandre Ramé, Arthur Douillard, Charles Ollion

CoLLAs 2022 Continual Learning with Foundation Models: An Empirical Study of Latent Replay Oleksiy Ostapenko, Timothee Lesort, Pau Rodriguez, Md Rifat Arefin, Arthur Douillard, Irina Rish, Laurent Charlin

CVPR 2022 DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion Arthur Douillard, Alexandre Ramé, Guillaume Couairon, Matthieu Cord

CVPRW 2022 Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord

CVPRW 2021 Insights from the Future for Continual Learning Arthur Douillard, Eduardo Valle, Charles Ollion, Thomas Robert, Matthieu Cord

CVPR 2021 PLOP: Learning Without Forgetting for Continual Semantic Segmentation Arthur Douillard, Yifu Chen, Arnaud Dapogny, Matthieu Cord

ECCV 2020 PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning Arthur Douillard, Matthieu Cord, Charles Ollion, Thomas Robert, Eduardo Valle