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Arthur Douillard
Arthur Douillard
Research Scientist, DeepMind
Correu electrònic verificat a deepmind.com - Pàgina d'inici
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PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning
A Douillard, M Cord, C Ollion, T Robert, E Valle
ECCV 2020, 2020
8032020
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion
A Douillard, A Ramé, G Couairon, M Cord
CVPR 2022, 2021
3672021
PLOP: Learning without Forgetting for Continual Semantic Segmentation
A Douillard, Y Chen, A Dapogny, M Cord
CVPR 2021, 2020
2772020
Foundational Models for Continual Learning: An Empirical Study of Latent Replay
O Ostapenko, T Lesort, P Rodríguez, MR Arefin, A Douillard, I Rish, ...
CoLLAs, 2022
72*2022
Continuum: Simple Management of Complex Continual Learning Scenarios
A Douillard, T Lesort
CVPR Workshop 2021, 2021
35*2021
DiLoCo: Distributed Low-Communication Training of Language Models
A Douillard, Q Feng, AA Rusu, R Chhaparia, Y Donchev, A Kuncoro, ...
ICML Workshop 2024, 2023
252023
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation
A Saporta, A Douillard, TH Vu, P Pérez, M Cord
CVPR Workshop, 2022
232022
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation
F Cermelli, M Cord, A Douillard
CVPR 2023, 2022
222022
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation
A Douillard, Y Chen, A Dapogny, M Cord
TPAMI, 2021
222021
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
J Bornschein, A Galashov, R Hemsley, A Rannen-Triki, Y Chen, ...
ICLR 2024, JMLR, 2022
202022
A mechanism-based approach to mitigating harms from persuasive generative ai
S El-Sayed, C Akbulut, A McCroskery, G Keeling, Z Kenton, Z Jalan, ...
arXiv, 2024
192024
Warp: On the benefits of weight averaged rewarded policies
A Ramé, J Ferret, N Vieillard, R Dadashi, L Hussenot, PL Cedoz, ...
arXiv preprint arXiv:2406.16768, 2024
102024
Insights from the Future for Continual Learning
A Douillard, E Valle, C Ollion, T Robert, M Cord
CVPR 2021 Workshop, 2020
10*2020
Detecting Cars from Aerial Imagery for the NATO Innovation Challenge
A Douillard, R Meunier, A Naulet, L Dreyfus-Schmidt
Data From The Trenches, 2018
10*2018
Asynchronous Local-SGD Training for Language Modeling
B Liu, R Chhaparia, A Douillard, S Kale, AA Rusu, J Shen, A Szlam, ...
ICML Workshop 2024, 2024
62024
CORE: Color Regression for Multiple Colors Fashion Garments
A Rame, A Douillard, C Ollion
CVPR Workshop, 2019
6*2019
DiPaCo: Distributed Path Composition
A Douillard, Q Feng, AA Rusu, A Kuncoro, Y Donchev, R Chhaparia, ...
arXiv, 2024
42024
Towards Compute-Optimal Transfer Learning
M Caccia, A Galashov, A Douillard, A Rannen-Triki, D Rao, M Paganini, ...
ICLR Workshop, 2023
32023
Eager Updates For Overlapped Communication and Computation in DiLoCo
S Kale, A Douillard, Y Donchev
arXiv preprint arXiv:2502.12996, 2025
2025
Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch
A Douillard, Y Donchev, K Rush, S Kale, Z Charles, Z Garrett, G Teston, ...
arXiv preprint arXiv:2501.18512, 2025
2025
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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