dataset-condensation

There are 4 repositories under dataset-condensation topic.

VILA-Lab/SRe2L
(NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original ImageNet-1K val set.
Language:Python109 8 1414
snu-mllab/Efficient-Dataset-Condensation
Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)
Language:Python105 2 513
EnnengYang/An-Efficient-Dataset-Condensation-Plugin
An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.
Language:Python7 1 00
enkiwang/Dataset-distillation-papers
A collection of dataset distillation papers.
3 1 00