SelectMix: Enhancing Label Noise Robustness through Targeted Sample Mixing

Qiuhao Liu, Ling Li, Yao Lu +3

Deep neural networks tend to memorize noisy labels, severely degrading their generalization performance. Although Mixup has demonstrated effectiveness in improving generalization a…