MotionEdit is a novel dataset and benchmark for motion-centric image editing. We also propose MotionNFT (Motion-guided Negative-aware FineTuning), a post-training framework with motion alignment ...

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Abstract: This paper presents 4EV, a novel end-to-end video editing model extending Stable Diffusion and T2I (Text-to-Image) frameworks to generate and edit videos with fine-grained motion dynamics, ...

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Abstract: Diffusion models have demonstrated substantial success in controllable generation for continuous modalities, positioning them as highly suitable for tasks such as human motion generation.

Making full-fledged motion production accessible with improved accuracy, motion "tweening," and auto-tagging functions SAN DIEGO, Jan. 6, 2025 /PRNewswire/ -- Sony Electronics Inc. ("Sony") announced ...