2022
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems
ICML 2022spotlight
It is well-known that deep learning models are vulnerable to adversarial examples. Existing studies of adversarial training have made great progress against this challenge. As a typical trait, they often assume that the class distribution is overall balanced. However, long-tail datasets are ubiquito…