Confidence Adaptive Regularization for Deep Learning with Noisy Labels

Yangdi Lu, Yang Bo, Wenbo He

Recent studies on the memorization effects of deep neural networks on noisy labels show that the networks first fit the correctly-labeled training samples before memorizing the mis…