#diffusion models
Oct 2026
A Proxy-Based Method for Measuring Racial Disparities in Text-to-Image Generators
We present an automated method for auditing text-to-image generators for representational bias against ground-truth demographic benchmarks. Our approach adapts the racial proxy variables used in U.S. antidiscrimination law to provide a fine-grained comparative analysis of variations in racial representation in generate...
Nia Mucher, Ngan Pham, Jason Chin et al.
· Proceedings of the AAAI/ACM... · 0 citations