Kai Fong Ernest Chong

Training Classifiers that are Universally Robust to All Label Noise Levels

2021

For classification tasks, deep neural networks are prone to overfitting in the presence of label noise. Although existing methods are able to alleviate this problem at low noise levels, they encounter significant performance reduction at …