Sungyoon Lee

Memorization and Malign Generalization in Conditional Diffusion Models with Random Features

Conditional diffusion models generate diverse, novel, and high-quality samples under prescribed conditions. However, theoretical understanding of their memorization and generalization remains limited, while recent works have characterized these behaviors primarily in unconditional settings. In this work, we analyze a r...