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Boyang Sun

2 papers indexed

arxivcs.ROcs.CVcs.LG2026-07-02

LIME: Learning Intent-aware Camera Motion from Egocentric Video

Boyang Sun, Jiajie Li, Yung-Hsu Yang, Chenyangguang Zhang, Tim Engelbracht, Sunghwan Hong, et al.

Autonomous robots often need to move their camera before they can act: to inspect an object, reveal an occluded region, or obtain a view that responds to a user's intent. While vision-language navigation translates instructions to base motion and vision-language-action policies m…

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arxivcs.RO2026-06-26

LocalNav: Distilling Frontier VLMs and Embodied RL for On-Device Object Goal Navigation

Nicolas Baumann, Liam Boyle, Pu Deng, Edoardo Ghignone, Boyang Sun, Marc Pollefeys, et al.

Vision Language Models (VLMs) have emerged in the robotic domain as a powerful tool that enables environmental perception with language context, serving as a catalyst for open-vocabulary tasks like ObjectNav. Yet, their computational footprint typically confines them to cloud exe…

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