Pradhaan S Bhat

Don't Settle at the Mode! Mitigating Diversity Collapse in Pretrained Flow Models via Feature Self-Guidance

Pradhaan S Bhat, Rishubh Parihar, Abhijnya Bhat, R. Venkatesh Babu

State-of-the-art flow models generate stunning images from text or image prompts. However, they suffer from diversity collapse when generating multiple samples under the same conditioning. Existing methods address this issue via either latent guidance, which has limited effective…Read more