Matrix Smoothing: A Regularization for DNN with Transition Matrix under Noisy Labels

Xianbin Lv, Dongxian Wu, Shu-Tao Xia

Training deep neural networks (DNNs) in the presence of noisy labels is an important and challenging task. Probabilistic modeling, which consists of a classifier and a transition m…