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20232026
most citedDetecting Adversarial Data by Probing Multiple Perturbations Using Expected Perturbation Score

4 citations · 5 across the 5 of their papers we have counts for

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cs.CV2025

Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection

Shuhai Zhang, ZiHao Lian, Jiahao Yang +6

AI-generated videos have achieved near-perfect visual realism (e.g., Sora), urgently necessitating reliable detection mechanisms. However, detecting such videos faces significant c…

cs.LG2025

ZeroSiam: An Efficient Asymmetry for Test-Time Entropy Optimization without Collapse

Guohao Chen, Shuaicheng Niu, Deyu Chen +5

Test-time entropy minimization helps adapt a model to novel environments and incentivize its reasoning capability, unleashing the model's potential during inference by allowing it…