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Author

Jun-Hui Hou

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Preprint Sep 2026

SeamFlow: Structure-Aware Flow Matching on Edge Probabilities for Artist-Like UV Unwrapping

This work introduces SeamFlow, a novel generative framework for 3D surface cutting that improves topology awareness through edge tokenization while eliminating both 3D spatial projection errors and artificial sequential-order bias.

Yu-Ming Zhao, Zangyueyang Xian, Qijian Zhang et al. · 0 citations
Preprint Aug 2026

CANIS: Generation-Assisted 3D Canonicalization via an Image-Semantic Bridge

CANIS is a category-agnostic, generation-assisted framework that introduces the semantic orientation prior of a frozen image-to-3D generative model into 3D canonicalization, without canonicalization-specific training or category-specific templates.

Ken-Dong Liu, Yu-Xin Yao, Jun-Hui Hou · 0 citations

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