PhysisForcing: Physics Reinforced World Simulator for Robotic Manipulation

PhysisForcing: Physics Reinforced World Simulator for Robotic Manipulation

PhysisForcing enhances embodied video generation by enforcing physical consistency through pixel-level trajectory alignment and semantic-level relational alignment losses in a DiT-…

Hugging Face · Daily Papers ·Peiwen Zhang, Yufan Deng · ·▲ 30 upvotes

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

Autores: Peiwen Zhang, Yufan Deng, Shangkun Sun, Juncheng Ma, Duomin Wang, Jonas Du

  • 30 upvotes da comunidade
  • Temas: video generation models, embodied world simulation, physical consistency, DiT features, pixel-level trajectory alignment loss, semantic-level relational alignment loss

Resumo

Resumo original (em inglês), extraído do paper:

PhysisForcing enhances embodied video generation by enforcing physical consistency through pixel-level trajectory alignment and semantic-level relational alignment losses in a DiT-based framework.

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