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Qianxu Wang

2 accepted papers

2024

Neural Attention Field: Emerging Point Relevance in 3D Scenes for One-Shot Dexterous Grasping

CoRL 2024poster

One-shot transfer of dexterous grasps to novel scenes with object and context variations has been a challenging problem. While distilled feature fields from large vision models have enabled semantic correspondences across 3D scenes, their features are point-based and restricted to object surfaces, l…

Cited by 2SourceScholar
2024

SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation

ICLR 2024poster

Humans demonstrate remarkable skill in transferring manipulation abilities across objects of varying shapes, poses, and appearances, a capability rooted in their understanding of semantic correspondences between different instances. To equip robots with a similar high-level comprehension, we present…

Cited by 16SourcePDFScholar