SparseNav: Instruction-conditioned Sparse Semantic Perception for Training-Free Vision-Language Navigation

Quanhua Chen, Juhan Kang, Runfeng Lin +5

Map-based vision-language navigation (VLN) relies on persistent spatial representations to connect language understanding with geometric planning. However, acquiring semantics beyo…