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Jane Shi

2 accepted papers

2025

MuST: Multi-Head Skill Transformer for Long-Horizon Dexterous Manipulation with Skill Progress

ICRA 2025

Robot picking and packing tasks require dexterous manipulation skills, such as rearranging objects to establish a good grasping pose, or placing and pushing items to achieve tight packing. These tasks are challenging for robots due to the complexity and variability of the required actions. To tackle

Cited by 3SourceScholar
2025

SE(3)-Equivariant Diffusion Policy in Spherical Fourier Space

ICML 2025poster

Diffusion Policies are effective at learning closed-loop manipulation policies from human demonstrations but generalize poorly to novel arrangements of objects in 3D space, hurting real-world performance. To address this issue, we propose Spherical Diffusion Policy (SDP), an SE(3) equivariant diffus…