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Department of Computer Science, Wayne State University, Institute for AI and Data Science, Wayne State University, Institute for AI and Data Science, Wayne State University {salehz, xiangyu, dzhu}@wayne.edu, liusiji5@msu.edu
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LVLMs can now provide depth-aware pedestrian navigation guidance by grounding language reasoning and segmentation, without needing user-provided cues or anchor points.