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Preprint Sep 2026

Motion Concept Unlearning in Video Diffusion Models

Text-to-video (T2V) diffusion models can generate realistic depictions of actions such as kicking, stabbing, and shooting, raising safety concerns that motivate targeted concept erasure. Although concept erasure has been extensively studied for static concepts in text-to-image and T2V models, erasing motion concepts re...

Ping Liu, Chi Zhang · 0 citations

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