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Hai-Yang Xin

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Preprint Sep 2026

InterMASH: A Unified Geometric Representation for Grasp Synthesis

A conditional Diffusion Transformer that operates directly in the proposed InterMASH representation space and jointly generates hand geometry and contact, improving consistency and physical plausibility and shows that cross-embodiment fine-tuning with human grasp data can improve robotic grasp success and diversity.

Xuan-Ze Yang, Yu-Meng Liu, Hai-Yang Xin et al. · 0 citations

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