Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms

Krunoslav Lehman Pavasovic, Jakob Verbeek, Giulio Biroli +1

Classifier-Free Guidance (CFG) is a widely adopted technique in diffusion and flow-based generative models, enabling high-quality conditional generation. A key theoretical challeng…