2 papers
cs.LG2022
Exploring Adversarial Examples and Adversarial Robustness of Convolutional Neural Networks by Mutual Information
Jiebao Zhang, Wenhua Qian, Rencan Nie +2
A counter-intuitive property of convolutional neural networks (CNNs) is their inherent susceptibility to adversarial examples, which severely hinders the application of CNNs in sec…
math.OA2014
Similarity degree of type II von Neumann algebras with Property
Don Hadwin, Wenhua Qian, Junhao Shen
In this paper, we discuss some equivalent definitions of Property for a type II von Neumann algebra. Using these equivalent definitions, we prove that the Pisier's similari…