research
∙
10/17/2022
Defects of Convolutional Decoder Networks in Frequency Representation
In this paper, we prove representation bottlenecks of a cascaded convolu...
share
research
∙
05/30/2022
Batch Normalization Is Blind to the First and Second Derivatives of the Loss
In this paper, we prove the effects of the BN operation on the back-prop...
research
∙
11/05/2021
A Unified Game-Theoretic Interpretation of Adversarial Robustness
This paper provides a unified view to explain different adversarial atta...
research
∙
05/22/2021
Learning Baseline Values for Shapley Values
This paper aims to formulate the problem of estimating the optimal basel...
research
∙
03/12/2021