Two Wrongs Don't Make a Right: Combating Confirmation Bias in Learning with Label Noise

Mingcai Chen, Hao Cheng, Yuntao Du +3

Noisy labels damage the performance of deep networks. For robust learning, a prominent two-stage pipeline alternates between eliminating possible incorrect labels and semi-supervis…