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Chang-Xu Cheng

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Preprint Oct 2026

Learning Language-Conditioned Traversability Representations for Adaptive Visual Navigation

Traversability is essential for visual navigation but varies with robot capabilities and user preferences. Conventional pipelines often rely on explicit costmaps or segmentation masks with predefined criteria, requiring hand-crafted rules and careful tuning. Moreover, viewpoint-dependent segmentation masks complicate a...

Sen-Da Chen, Chang-Xu Cheng, Fang-Di Li et al. · 0 citations

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