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Early Failure Detection and Intervention in Video Diffusion Models

Kwon, Byungki et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Text-to-video (T2V) diffusion models have rapidly advanced, yet generations still occasionally fail in practice, such as low text-video alignment or low perceptual quality. Since diffusion sampling is non-deterministic, it is difficult to know during inference whether a generation will succeed or fa
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