CrossSplit: Mitigating Label Noise Memorization through Data Splitting

Jihye Kim, Aristide Baratin, Yan Zhang +1

We approach the problem of improving robustness of deep learning algorithms in the presence of label noise. Building upon existing label correction and co-teaching methods, we prop…