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Abstract: Recent Multi-modal Large Language Models (MLLMs) have been challenged by the computational overhead resulting from massive video frames, often alleviated through compression strategies.

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Abstract: In this paper, we introduce Fairy, a minimalist yet ro-bust adaptation of image-editing diffusion models, enhancing them for video editing applications. Our approach centers on the concept ...