Tackling Noisy Labels with Network Parameter Additive Decomposition

Jingyi Wang, Xiaobo Xia, Long Lan +5

Given data with noisy labels, over-parameterized deep networks suffer overfitting mislabeled data, resulting in poor generalization. The memorization effect of deep networks shows…