Yazhou Yao*

Foster Adaptivity and Balance in Learning with Noisy Labels

"Label noise is ubiquitous in real-world scenarios, posing a practical challenge to supervised models due to its effect in hurting the generalization performance of deep neural networks. Existing methods primarily employ the sample selection paradigm and usually rely on dataset-dependent prior knowl…