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Robert, Thomas
5 publications
ICLR
2025
LDAdam: Adaptive Optimization from Low-Dimensional Gradient Statistics
Thomas Robert
,
Mher Safaryan
,
Ionut-Vlad Modoranu
,
Dan Alistarh
NeurIPS
2024
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence
Ionut-Vlad Modoranu
,
Mher Safaryan
,
Grigory Malinovsky
,
Eldar Kurtic
,
Thomas Robert
,
Peter Richtárik
,
Dan Alistarh
CVPRW
2021
Insights from the Future for Continual Learning
Arthur Douillard
,
Eduardo Valle
,
Charles Ollion
,
Thomas Robert
,
Matthieu Cord
ECCV
2020
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning
Arthur Douillard
,
Matthieu Cord
,
Charles Ollion
,
Thomas Robert
,
Eduardo Valle
ECCV
2018
HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning
Thomas Robert
,
Nicolas Thome
,
Matthieu Cord