10 citations · 27 across the 6 of their papers we have counts for
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cs.CV2021
Analyzing Adversarial Robustness of Deep Neural Networks in Pixel Space: a Semantic Perspective
Lina Wang, Xingshu Chen, Yulong Wang +4
The vulnerability of deep neural networks to adversarial examples, which are crafted maliciously by modifying the inputs with imperceptible perturbations to misled the network prod…
cs.CV2021★ 6 cited
Semantic Segmentation by Improved Generative Adversarial Networks
ZengShun Zhaoa, Yulong Wang, Ke Liu +3
While most existing segmentation methods usually combined the powerful feature extraction capabilities of CNNs with Conditional Random Fields (CRFs) post-processing, the result alw…