Rethinking Feature Distribution for Loss Functions in Image Classification

Weitao Wan, Yuanyi Zhong, Tianpeng Li +1

We propose a large-margin Gaussian Mixture (L-GM) loss for deep neural networks in classification tasks. Different from the softmax cross-entropy loss, our proposal is established…