Zhilu Zhang

Generalized cross entropy loss for training deep neural networks with noisy labels

2018 · arXiv (Cornell University)

Deep neural networks (DNNs) have achieved tremendous success in a variety of applications across many disciplines. Yet, their superior performance comes with the expensive cost of requiring correctly annotated large-scale datasets. Moreover, due to DNNs' …