Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding

1 code implementation • 10 Jun 2019 • Haotian Ma, Hao Zhang, Fan Zhou, Yinqing Zhang, Quanshi Zhang

We define two types of entropy-based metrics, i. e. (1) the discarding of pixel-wise information used in the forward propagation, and (2) the uncertainty of the input reconstruction, to measure input information contained by a specific layer from two perspectives.

Fairness