OSMGraphCLIP: Learning Global Location Representations from OpenStreetMap Graphs 事件

OSMGraphCLIP: Learning Global Location Representations from OpenStreetMap Graphs arXiv:2606.08046v1 Announce Type: cross Abstract: We present OSMGraphCLIP, a CLIP-style geospatial representation model that learns global location embeddings from freely available OpenStreetMap (OSM) data. OSMGraphCLIP represents geographic environments as heterogeneous graphs of typed OSM features, preserving the topological and semantic relationships among roads, buildings, land-use regions, and points of intere