It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models

Anne Harrington, A. Sophia Koepke, Shyamgopal Karthik +2

Contemporary text-to-image models exhibit a surprising degree of mode collapse, as can be seen when sampling several images given the same text prompt. Previous work has attempted…