Xulu Zhang

Generating on Generated: An Approach Towards Self-Evolving Diffusion Models

2025 · arXiv (Cornell University)

Recursive Self-Improvement (RSI) enables intelligence systems to autonomously refine their capabilities. This paper explores the application of RSI in text-to-image diffusion models, addressing the challenge of training collapse caused by synthetic data. We identify two …