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Separate motion from appear- ance: Customizing motion via customizing text-to-video diffusion models

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cs.CV 1

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2025 1

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UNVERDICTED 1

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GenHSI: Controllable Generation of Human-Scene Interaction Videos

cs.CV · 2025-06-24 · unverdicted · novelty 7.0

GenHSI is a training-free three-stage pipeline that turns a scene image, character image, and complex HSI prompt into long videos with plausible chained interactions by generating atomic actions, 3D keyframes via 2D inpainting plus optimization, and then feeding them to pre-trained video diffusion.

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  • GenHSI: Controllable Generation of Human-Scene Interaction Videos cs.CV · 2025-06-24 · unverdicted · none · ref 56

    GenHSI is a training-free three-stage pipeline that turns a scene image, character image, and complex HSI prompt into long videos with plausible chained interactions by generating atomic actions, 3D keyframes via 2D inpainting plus optimization, and then feeding them to pre-trained video diffusion.