33 citations · 65 across the 9 of their papers we have counts for
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cs.LG2022★ 2 cited
Improving Adversarial Robustness via Mutual Information Estimation
Dawei Zhou, Nannan Wang, Xinbo Gao +4
Deep neural networks (DNNs) are found to be vulnerable to adversarial noise. They are typically misled by adversarial samples to make wrong predictions. To alleviate this negative…
cs.LG2020★ 2 cited
Generalised Perceptron Learning
Xiaoyu Wang, Martin Benning
We present a generalisation of Rosenblatt's traditional perceptron learning algorithm to the class of proximal activation functions and demonstrate how this generalisation can be i…