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Dataset Condensation

Condense the full dataset into a tiny set of synthetic data.

Papers

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Showing 11–20 of 56 papers

TitleStatusHype
Improved Distribution Matching for Dataset CondensationCode1
Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New PerspectiveCode1
Efficient Dataset Distillation Using Random Feature ApproximationCode1
DC-BENCH: Dataset Condensation BenchmarkCode1
Condensing Graphs via One-Step Gradient MatchingCode1
Dataset Condensation via Efficient Synthetic-Data ParameterizationCode1
Synthesizing Informative Training Samples with GANCode1
CAFE: Learning to Condense Dataset by Aligning FeaturesCode1
Dataset Condensation with Contrastive SignalsCode1
Dataset Condensation with Distribution MatchingCode1
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