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Wen-Rui Zhou

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#artificial intelligence Preprint Jul 2026

CleanVideo: Adaptive Concept Erasure for Text-to-Video Diffusion Models

Experiments show that CleanVideo effectively erases target concepts while maintaining visual fidelity and temporal coherence, outperforming existing baselines under frame-level and video-level evaluations and under concept-recovery attacks when the protected pipeline remains intact.

Jun-Hui Liao, Hongji Li, Wen-Rui Zhou et al. · 0 citations

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