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Qing-Shan Liu

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#artificial intelligence Preprint Sep 2026

PIVOT: Physics-Grounded Verification for AI-Generated Audio-Video Detection

As generative models continue to advance, AI-generated content (AIGC) is becoming increasingly realistic, weakening the artifact cues commonly exploited by existing detectors. Nevertheless, faithfully reproducing the physical behavior of real-world events remains challenging for current generators. We therefore explore...

Bo-Yuan Zheng, Kang-Ran Zhao, Xiao-Yu Zhang et al. · 0 citations

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