PhysiFormer: Learning to Simulate Mechanics in World Space

PhysiFormer: Learning to Simulate Mechanics in World Space

PhysiFormer uses coordinate-space diffusion to generate physically-plausible 3D object motions without explicit inductive biases, enabling efficient multi-object reasoning and gene…

Hugging Face · Daily Papers ·Yiming Chen, Yushi Lan · ·▲ 9 upvotes

Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.

Autores: Yiming Chen, Yushi Lan, Andrea Vedaldi

  • 9 upvotes da comunidade
  • Temas: diffusion transformer, 3D meshes, world coordinates, vertex trajectories, denoising diffusion process, probabilistic formulation

Resumo

Resumo original (em inglês), extraído do paper:

PhysiFormer uses coordinate-space diffusion to generate physically-plausible 3D object motions without explicit inductive biases, enabling efficient multi-object reasoning and generalization to complex materials and geometries.

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