Combating Noisy Labels through Fostering Self- and Neighbor-Consistency

Zeren Sun, Yazhou Yao, Tongliang Liu +3

Label noise is pervasive in various real-world scenarios, posing challenges in supervised deep learning. Deep networks are vulnerable to such label-corrupted samples due to the mem…