Unifying Dataset Pruning and Distillation for Efficient Large-scale Compression

Lingao Xiao, Songhua Liu, Yang He +1

Dataset pruning (DP) and dataset distillation (DD) fundamentally differ in their outputs: DP selects original image subsets, while DD generates synthetic images. Recently, DD's inc…