Dataset Distillation Using Parameter Pruning

Code

• github.com/Guang000/Awesome-Dataset-Distillation
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Abstract

In this study, we propose a novel dataset distillation method based on parameter pruning. The proposed method can synthesize more robust distilled datasets and improve distillation performance by pruning difficult-to-match parameters during the distillation process. Experimental results on two benchmark datasets show the superiority of the proposed method.

Tasks

Reproductions