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cs.LG2025
Demystifying Adversarial Robustness in Diffusion Models: Compression, Randomness, and Geometry
Liu Yuezhang, Xue-Xin Wei
Recent studies suggest that diffusion models significantly improve the empirical adversarial robustness of deep neural network models. While intuitive explanations have been propos…
cs.LG2018★ 13 cited
An initial attempt of combining visual selective attention with deep reinforcement learning
Liu Yuezhang, Ruohan Zhang, Dana H. Ballard
Visual attention serves as a means of feature selection mechanism in the perceptual system. Motivated by Broadbent's leaky filter model of selective attention, we evaluate how such…