PolyFlow: Continuous Topology Embedding Flow Matching for Artist-style Mesh Generation
PolyFlow introduces a continuous mesh representation using a topology embedder and applies flow-matching with Transformers for parallel mesh generation, achieving faster inference…
Hugging Face · Daily Papers
·Chunshi Wang, Haohan Weng
·
·▲ 9 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Chunshi Wang, Haohan Weng, Junliang Ye, Biwen Lei, Yang Li, Zibo Zhao
- 9 upvotes da comunidade
- Temas: Autoregressive Transformers, diffusion models, flow-matching, mesh generation, topology embedder, continuous mesh representation
Resumo
Resumo original (em inglês), extraído do paper:
PolyFlow introduces a continuous mesh representation using a topology embedder and applies flow-matching with Transformers for parallel mesh generation, achieving faster inference and precise resolution control compared to autoregressive methods.Onde ler
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