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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
Diffusion Dataset Condensation: Training Your Diffusion Model Faster with Less Data—0
Video Dataset Condensation with Diffusion Models—0
SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization—0
Enhancing Generalization via Sharpness-Aware Trajectory Matching for Dataset Condensation—0
A Large-Scale Study on Video Action Dataset CondensationCode1
Bi-Directional Multi-Scale Graph Dataset Condensation via Information BottleneckCode0
Decomposed Distribution Matching in Dataset CondensationCode0
Diffusion-Augmented Coreset Expansion for Scalable Dataset Distillation—0
Towards Model-Agnostic Dataset Condensation by Heterogeneous ModelsCode1
Dataset Condensation with Latent Quantile Matching—0
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