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Author

Ren-Dong Liang

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Preprint Sep 2026

MeshOctave: Vertex Split-and-Rewire Cascades for Native Mesh Generation

Generating compact, artist-style meshes with explicit topology typically relies on autoregressive models which incur prohibitive sequential per-token costs, or continuous flow models that depend on heuristic connectivity decoders. Next-scale generation paradigms offer a compelling alternative by enabling parallel intra...

Jun-Kai Lin, Tian-Hao Zhao, Hang Long et al. · 0 citations
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

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