Anchor Loss: Modulating Loss Scale based on Prediction Difficulty

Serim Ryou, Seong-Gyun Jeong, Pietro Perona

We propose a novel loss function that dynamically rescales the cross entropy based on prediction difficulty regarding a sample. Deep neural network architectures in image classific…