Zekai Zhang

Generalization of Diffusion Models Arises with a Balanced Representation Space

A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective

Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling

Understanding Diffusion-based Representation Learning via Low-Dimensional Modeling

Diffusion Models Learn Low-Dimensional Distributions via Subspace Clustering