Robust Feature Learning Against Noisy Labels

Tsung-Ming Tai, Yun-Jie Jhang, Wen-Jyi Hwang

Supervised learning of deep neural networks heavily relies on large-scale datasets annotated by high-quality labels. In contrast, mislabeled samples can significantly degrade the g…