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Dataset Condensation

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

Papers

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TitleStatusHype
Dataset Condensation with Distribution MatchingCode1
Dataset Condensation with Gradient MatchingCode1
Dataset Condensation via Efficient Synthetic-Data ParameterizationCode1
Dataset Condensation with Contrastive SignalsCode1
Condensing Graphs via One-Step Gradient MatchingCode1
CondTSF: One-line Plugin of Dataset Condensation for Time Series ForecastingCode1
CAFE: Learning to Condense Dataset by Aligning FeaturesCode1
Dataset Condensation for Time Series Classification via Dual Domain MatchingCode1
A Large-Scale Study on Video Action Dataset CondensationCode1
DC-BENCH: Dataset Condensation BenchmarkCode1
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