Zexu Liu

Interpreting and Disentangling Feature Components of Various Complexity from DNNs

This paper aims to define, visualize, and analyze the feature complexity that is learned by a DNN. We propose a generic definition for the feature complexity. Given the feature of a certain layer in the DNN, our method decomposes and visualizes feature components of different complexity orders from…