AIBullisharXiv – CS AI · 6h ago7/10
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Human Universal Grasping
Researchers present HUG, a flow-matching AI model trained on 1M human grasping demonstrations that generates diverse, natural robot grasps from RGB-D images. The system outperforms existing baselines by 23-34% on real-world robotic grasping tasks and can be retargeted to various robot hands, advancing the generalization gap in robotic manipulation.