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Xinyu Shao

2 papers indexed

arxivcs.ROcs.CV2026-07-10

RASR: Range-Aware Scale Recovery for Metric UAV Navigation

Hongtao Liang, Xinyu Shao, Chenxu Wang, Yiyao Wan, Jiahuan Ji, Fangwei Ye, et al.

A central challenge in image-goal UAV navigation under Global Navigation Satellite System (GNSS) denial is estimating metric distance and heading between current and goal views. Dense pairwise geometry models capture relative scene structure, but without a calibrated metric scale…

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arxivcs.RO2026-07-06

KAM-WM: Kinematic Affordance Maps from Latent World Models for Robot Manipulation

Xinyu Shao, Keru Zhou, Guowei Huang, Yajun Gao, Tongtong Cao, Xiu Li

Learning manipulation from few demonstrations requires visual priors that capture not only where to interact, but also how the interaction should begin; static priors such as segmentation masks encode only the former. We present KAM-WM, a framework that extracts a coarse directio…

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