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cs.CV2026
GeoDiv: Framework For Measuring Geographical Diversity In Text-To-Image Models
Abhipsa Basu, Mohana Singh, Shashank Agnihotri +2
Text-to-image (T2I) models are rapidly gaining popularity, yet their outputs often lack geographical diversity, reinforce stereotypes, and misrepresent regions. Given their broad r…
cs.CV2026
Where Do Images Come From? Analyzing Captions to Geographically Profile Datasets
Abhipsa Basu, Yugam Bahl, Kirti Bhagat +3
Recent studies show that text-to-image models often fail to generate geographically representative images, raising concerns about the representativeness of their training data and…