MrNeRF (@janusch_patas)
2025-06-02 | โค๏ธ 56 | ๐ 3
DreamDance: Animating Character Art via Inpainting Stable Gaussian Worlds
Contributions: โข Camera-aware scene inpainting and pose-aware video inpainting are proposed to re-formulate the character art animation task, enabling explicit and consistent scene context modeling.
โข A gating strategy is introduced into a fundamental video generation model to achieve adaptive video inpainting, enabling high-dynamic animation of character art within a stable Gaussian scene.
โข Extensive experiments demonstrate the effectiveness and generalizability of DreamDance, achieving superior animation quality over state-of-the-art methods.
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