On Revisiting Entropy for Identifying Mislabeled Images

Chunlei Li, Zixuan Zheng, Yilei Shi +5

Mislabeled samples in training datasets severely degrade the performance of deep networks, as overparameterized models tend to memorize erroneous labels. We address this challenge…