1.3k citations · 1.7k across the 8 of their papers we have counts for
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cs.LG2020★ 1 cited
A Study on the Uncertainty of Convolutional Layers in Deep Neural Networks
Haojing Shen, Sihong Chen, Ran Wang
This paper shows a Min-Max property existing in the connection weights of the convolutional layers in a neural network structure, i.e., the LeNet. Specifically, the Min-Max propert…
cs.LG2020
Incorporating Hidden Layer representation into Adversarial Attacks and Defences
Haojing Shen, Sihong Chen, Ran Wang +1
In this paper, we propose a defence strategy to improve adversarial robustness by incorporating hidden layer representation. The key of this defence strategy aims to compress or fi…