ASSS: A Differentiable Adversarial Framework for Task-Aware Data Reduction

Jiacheng Lyu, Bihua Bao, Shiyun Yan

Massive datasets often contain redundancy that inflates computational costs without improving generalization. Existing data reduction methods are typically task-agnostic, discardin…