Furui Xu

UNSEEN: Enhancing Dataset Pruning from a Generalization Perspective

The growing scale of datasets in deep learning has introduced significant computational challenges. Dataset pruning addresses this challenge by constructing a compact but informative coreset from the full dataset with comparable performance. Previous approaches typically establish scoring metrics ba