ChronoLock adds bounded perturbations to videos that target temporal denoising trajectories in T2V models, reducing unauthorized motion personalization on UCF Sports and HMDB51.
Tempocontrol: Temporal attention guidance for text-to-video models.arXiv preprint arXiv:2510.02226, 2025
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Training-free motion conditioning for latent video diffusion by direct injection of low-frequency phase from a reference video into the diffusion noise.
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ChronoLock: Protecting Videos from Unauthorized Text-to-Video Personalization
ChronoLock adds bounded perturbations to videos that target temporal denoising trajectories in T2V models, reducing unauthorized motion personalization on UCF Sports and HMDB51.
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{\Phi}-Noise: Training-Free Temporal Video Conditioning via Phase-Based Noise Manipulation
Training-free motion conditioning for latent video diffusion by direct injection of low-frequency phase from a reference video into the diffusion noise.