Abu Hanif Muhammad Syarubany

A Gradient Guidance Perspective on Stepwise Preference Optimization for Diffusion Models

Direct Preference Optimization (DPO) is a key framework for aligning text-to-image models with human preferences, extended by Stepwise Preference Optimization (SPO) to leverage intermediate steps for preference learning, generating more aesthetically pleasing images with significantly less computati…