Early-Learning Regularization Prevents Memorization of Noisy Labels

Sheng Liu, Jonathan Niles-Weed, Narges Razavian +1

We propose a novel framework to perform classification via deep learning in the presence of noisy annotations. When trained on noisy labels, deep neural networks have been observed…