数据集精炼综述：方法、应用与未来方向调查

May, 2023

数据集精炼综述：方法、应用与未来方向调查

A Survey on Dataset Distillation: Approaches, Applications and Future Directions

Jiahui Geng, Zongxiong Chen, Yuandou Wang, Herbert Woisetschlaeger, Sonja Schimmler...

TL;DR该篇研究论文综述了数据集蒸馏的方法、应用和挑战，并提出了数据集内部信息密度的概念，旨在为后续的研究方向提供参考。

Abstract

dataset distillation is attracting more attention in machine learning as training sets continue to grow and the cost of training state-of-the-art models becomes increasingly high. By synthesizing datasets with high info