37 citations · 51 across the 8 of their papers we have counts for
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cs.CV2024★ 1 cited
Understanding Robustness of Visual State Space Models for Image Classification
Chengbin Du, Yanxi Li, Chang Xu
Visual State Space Model (VMamba) has recently emerged as a promising architecture, exhibiting remarkable performance in various computer vision tasks. However, its robustness has…
cs.CV2023★ 6 cited
Stable Diffusion is Unstable
Chengbin Du, Yanxi Li, Zhongwei Qiu +1
Recently, text-to-image models have been thriving. Despite their powerful generative capacity, our research has uncovered a lack of robustness in this generation process. Specifica…
cs.CV2020★ 37 cited
Adversarially Robust Neural Architectures
Minjing Dong, Yanxi Li, Yunhe Wang +1
Deep Neural Networks (DNNs) are vulnerable to adversarial attacks. Existing methods are devoted to developing various robust training strategies or regularizations to update the we…