Pietro Perona

Inference-Time Scaling of Diffusion Models via Progressive Seed Pruning

Rogerio Guimaraes, Pietro Perona

Diffusion and flow-matching models dominate conditional image generation, yet inference-time scaling for these models is far less developed than for autoregressive language models. Because final quality is highly sensitive to the initial noise seed, many approaches spend extra co…Read more