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Dataset Condensation

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

Papers

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Showing 21–30 of 56 papers

Title	Date	Tasks	Status	Hype	Score
You Only Condense Once: Two Rules for Pruning Condensed Datasets	Oct 21, 2023	Dataset Condensation	CodeCode Available	1	5
Dataset Condensation with Latent Space Knowledge Factorization and Sharing	Aug 21, 2022	Dataset Condensation	CodeCode Available	0	5
Decomposed Distribution Matching in Dataset Condensation	Dec 6, 2024	Continual LearningDataset Condensation	CodeCode Available	0	5
Delving into Effective Gradient Matching for Dataset Condensation	Jul 30, 2022	Dataset Condensation	CodeCode Available	0	5
Fast Graph Condensation with Structure-based Neural Tangent Kernel	Oct 17, 2023	Dataset CondensationGraph Mining	CodeCode Available	0	5
Mitigating Bias in Dataset Distillation	Jun 6, 2024	Dataset CondensationDataset Distillation	CodeCode Available	0	5
Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck	Dec 23, 2024	Dataset Condensation	CodeCode Available	0	5
Is Adversarial Training with Compressed Datasets Effective?	Feb 8, 2024	Adversarial RobustnessDataset Condensation	CodeCode Available	0	5
Bayesian Pseudo-Coresets via Contrastive Divergence	Mar 20, 2023	Dataset Condensation	CodeCode Available	0	5
DANCE: Dual-View Distribution Alignment for Dataset Condensation	Jun 3, 2024	Dataset Condensation	CodeCode Available	0	5

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