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SiMDex: Mining Similar Egocentric Videos for Cross-Embodiment Dexterous Manipulation

Lin, Nie et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionrobotics
Recent years have witnessed an explosive trend of scaling ego-centric human videos for robot manipulation, yet it remains unclear which data actually benefits dexterous manipulation. We present SiMDex, a similarity-based data mining framework that casts human data selection for VLA post-training in
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