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UMI-Bridge: Action-Anchored Latent Alignment across Human and Robot Manipulation Data

Liu, Haiyi et al.
arXiv (All) · Papers
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robotics
Real-robot demonstrations are limited, motivating the use of human manipulation data collected without robots, including egocentric videos and handheld Universal Manipulation Interface (UMI) demonstrations. However, differences in viewpoint, embodiment, and available action supervision make it diffi
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