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Xing-Yu Liu

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#artificial intelligence Preprint Sep 2026

3DWay: Generalizing Robot Manipulation via 3D Consistent Waypoints

Intermediate representations are key to bridging the modality gap between generalizable manipulation policies and large-scale pretrained vision-language models (VLMs). Among these, trajectory-based representations compactly represent motion-relevant cues, yet most existing approaches predict trajectories in 2D image sp...

Zi-Qin Huang, Ying-Yue Li, Chenyangguang Zhang et al. · 0 citations

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