Self-Filtering: A Noise-Aware Sample Selection for Label Noise with Confidence Penalization

Qi Wei, Haoliang Sun, Xiankai Lu +1

Sample selection is an effective strategy to mitigate the effect of label noise in robust learning. Typical strategies commonly apply the small-loss criterion to identify clean sam…