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Yutong Liu

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Preprint Aug 2026

AirForesight: Current-to-Future Spatial Map Imagination with Cross-Space Planning Consistency for UAV-VLN

Unmanned Aerial Vehicle Vision-Language Navigation (UAV-VLN) requires agents to follow language instructions, infer spatial structure from sparse multi-view observations, and execute feasible 3D motion in complex outdoor environments. Despite recent progress with large language models, most existing methods still map v...

Yutong Liu, Xiao-Jie Li, Ming-Zhu Xu et al. · 1 citation

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