85 citations · 106 across the 6 of their papers we have counts for
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cs.CV2019
Image Decomposition and Classification through a Generative Model
Houpu Yao, Malcolm Regan, Yezhou Yang +1
We demonstrate in this paper that a generative model can be designed to perform classification tasks under challenging settings, including adversarial attacks and input distributio…
cs.CV2019★ 1 cited
Augmenting Model Robustness with Transformation-Invariant Attacks
Houpu Yao, Zhe Wang, Guangyu Nie +3
The vulnerability of neural networks under adversarial attacks has raised serious concerns and motivated extensive research. It has been shown that both neural networks and adversa…