Search Results for author: Guang Yin

Found 1 papers, 0 papers with code

GenDP: 3D Semantic Fields for Category-Level Generalizable Diffusion Policy

no code implementations23 Oct 2024 YiXuan Wang, Guang Yin, Binghao Huang, Tarik Kelestemur, Jiuguang Wang, Yunzhu Li

Diffusion-based policies have shown remarkable capability in executing complex robotic manipulation tasks but lack explicit characterization of geometry and semantics, which often limits their ability to generalize to unseen objects and layouts.

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