Provably Reliable Classifier Guidance via Cross-Entropy Control

Sharan Sahu, Arisina Banerjee, Yuchen Wu

Classifier-guided diffusion models generate conditional samples by augmenting the reverse-time score with the gradient of the log-probability predicted by a probabilistic classifie…