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U4D reveals that leveraging spatial uncertainty can drastically enhance the quality of LiDAR scene synthesis, achieving unprecedented fidelity and coherence.
Robots can reliably hand over objects to humans by actively probing grasps, achieving a 30% improvement over passive methods.
