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Equivariant ๐‘ž learning in spatial action spaces,

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cs.RO 1

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2025 1

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UNVERDICTED 1

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Equivariant Volumetric Grasping

cs.RO ยท 2025-07-24 ยท unverdicted ยท novelty 7.0

A novel tri-plane equivariant volumetric grasp model adapts GIGA and IGD planners with flow matching and deformable attention to achieve higher real-time performance than non-equivariant baselines.

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  • Equivariant Volumetric Grasping cs.RO ยท 2025-07-24 ยท unverdicted ยท none ยท ref 26

    A novel tri-plane equivariant volumetric grasp model adapts GIGA and IGD planners with flow matching and deformable attention to achieve higher real-time performance than non-equivariant baselines.