Initialization is Half the Battle: Generating Diverse Images from a Guidance Potential Posterior

Xiang Li, Dianbo Liu, Kenji Kawaguchi

Despite the remarkable fidelity of generative models, they frequently suffer from mode collapse. Existing strategies for enhancing diversity predominantly focus on intervening duri…