AI RESEARCH
GeoSURGE: Geo-localization using Semantic Fusion with Hierarchy of Geographic Embeddings
arXiv CS.AI
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ArXi:2510.01448v2 Announce Type: replace-cross Worldwide visual geo-localization aims to determine the geographic location of an image anywhere on Earth using only its visual content. Despite recent progress, learning expressive representations of geographic space remains challenging due to the inherently low-dimensional nature of geographic coordinates. We formulate global geo-localization as aligning the visual representation of a query image with a learned geographic representation.