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D map that represents a distortion-free
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Jointly modeling 3D geometry and relighting in a diffusion framework unlocks physically plausible single-image relighting that surpasses previous pipeline-based or geometry-agnostic approaches.
Achieve realistic human-scene interaction 50x faster by amortizing geometry-based fitting into a feed-forward transformer that iteratively refines human meshes.