Context-Conditioned Generative Models Enable Subnational Refinement of Sparse Humanitarian Surveys

Federica Sibilla, Vasiliki Voukelatou, Duccio Piovani +4

Data scarcity limits inference in many scientific and policy domains. Survey data are essential for decision-making, but sparse samples often fail to capture fine spatial granulari…