Alex Marin

Learning Administrative Boundary-Aware Location Encoders via Reverse Geocoding

Location encoders learn compact representations of latitude--longitude coordinates for downstream geospatial prediction tasks. Existing approaches are pretrained using continuous or naturally occurring supervision, such as imagery, climate variables, or species distributions, and therefore do not explicitly capture adm...