📑 arXiv 2d ago
OT on the Map: Quantifying Domain Shifts in Geographic Space
GeoSpOT uses Optimal Transport methods with geographic metadata to quantify distribution distances between geospatial domains, addressing out-of-domain generalization challenges in computer vision for geographic data. Provides a principled method to predict when cross-region model adaptation will succeed given uneven global data coverage.