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Dataset Condensation

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

Papers

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Showing 51–56 of 56 papers

Title	Date	Tasks	Status	Hype
CAFE: Learning to Condense Dataset by Aligning Features	Mar 3, 2022	Dataset Condensation	CodeCode Available	1
Dataset Condensation with Contrastive Signals	Feb 7, 2022	AttributeContinual Learning	CodeCode Available	1
When less is more: Simplifying inputs aids neural network understanding	Jan 14, 2022	Dataset Condensation	—Unverified	0
Dataset Condensation with Distribution Matching	Oct 8, 2021	Continual LearningDataset Condensation	CodeCode Available	1
Dataset Condensation with Differentiable Siamese Augmentation	Feb 16, 2021	Continual LearningData Augmentation	CodeCode Available	0
Dataset Condensation with Gradient Matching	Jun 10, 2020	Continual LearningDataset Condensation	CodeCode Available	1

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