most citedIPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers

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cs.LG2025

Best Transition Matrix Esitimation or Best Label Noise Robustness Classifier? Two Possible Methods to Enhance the Performance of T-revision

Haixu Liu, Zerui Tao, Naihui Zhang +1

Label noise refers to incorrect labels in a dataset caused by human errors or collection defects, which is common in real-world applications and can significantly reduce the accura…