Progressive Interpretation Synthesis: Interpreting Task Solving by Quantifying Previously Used and Unused Information

Zhengqi He, Taro Toyoizumi

A deep neural network is a good task solver, but it is difficult to make sense of its operation. People have different ideas about how to form the interpretation about its operatio…