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paperarXivTrust 82 · PrimaryPublished 27d agoLive · 26d ago

Autoregressive B-Rep Shape Generation with Parametric Surfaces

Generative CAD modeling has broad design and application potential. Despite significant advances in Boundary Representation (B-Rep) generation, the dominant representation in CAD, existing methods largely depend on uniformly sampled point- or grid-based geometry representations, sacrificing native surface types and parameters and thereby limiting geometric fidelity and downstream usability. We present ParaCAD, an autoregressive framework for point-cloud-conditioned B-Rep generation that directly operates on native parametric surfaces. ParaCAD introduces a surface-centric tokenization that expl

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  • FuzzyOverlapping authors or contributors · 62%Zeyi-Lin/HivisionIDPhotos

    Shared author/contributor keys: lin

  • FuzzyOverlapping authors or contributors · 62%bytedance/deer-flow

    Shared author/contributor keys: wang

  • FuzzyOverlapping authors or contributors · 62%hiyouga/LlamaFactory

    Shared author/contributor keys: lin

  • FuzzyOverlapping authors or contributors · 62%ray-project/ray

    Shared author/contributor keys: wang

  • LinkedLinked via arxiv author · 85%Dafei Qin

    Autoregressive B-Rep Shape Generation with Parametric Surfaces

  • LinkedLinked via arxiv author · 85%Furui Xu

    Autoregressive B-Rep Shape Generation with Parametric Surfaces

  • LinkedLinked via arxiv author · 85%Zeyu Shen

    Autoregressive B-Rep Shape Generation with Parametric Surfaces

  • LinkedLinked via arxiv author · 85%Kaichun Qiao

    Autoregressive B-Rep Shape Generation with Parametric Surfaces

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