Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data

Shenwang Jiang, Jianan Li, Ying Wang +3

Corrupted labels and class imbalance are commonly encountered in practically collected training data, which easily leads to over-fitting of deep neural networks (DNNs). Existing ap…