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Dataset Condensation

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

Papers

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Showing 1–10 of 56 papers

TitleStatusHype
Dataset Condensation with Distribution MatchingCode1
Dataset Condensation with Gradient MatchingCode1
Dataset Condensation with Contrastive SignalsCode1
Dataset Condensation for Time Series Classification via Dual Domain MatchingCode1
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 via Efficient Synthetic-Data ParameterizationCode1
A Large-Scale Study on Video Action Dataset CondensationCode1
DC-BENCH: Dataset Condensation BenchmarkCode1
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