A coarse-to-fine pipeline deforms 3D meshes to reflect geometric features from an image using diffusion model representations while preserving topology and part-level semantics.
arXiv preprint arXiv:2203.13215 (2022)
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UniFixer is a universal reference-guided framework that fixes spatial, temporal, and backbone-related degradations in diffusion-based view synthesis via coarse-to-fine modules and achieves zero-shot SOTA results on novel view synthesis and stereo conversion.
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Image-Guided Geometric Stylization of 3D Meshes
A coarse-to-fine pipeline deforms 3D meshes to reflect geometric features from an image using diffusion model representations while preserving topology and part-level semantics.
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UniFixer: A Universal Reference-Guided Fixer for Diffusion-Based View Synthesis
UniFixer is a universal reference-guided framework that fixes spatial, temporal, and backbone-related degradations in diffusion-based view synthesis via coarse-to-fine modules and achieves zero-shot SOTA results on novel view synthesis and stereo conversion.