Lianghe Shi

1. A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective
   2025/09/20 by Lianghe Shi, Meng Wu, Shi, Lianghe +9 · 4 citations
   Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
2. Generalization of Diffusion Models Arises with a Balanced Representation Space
   2025/12/24 by Zekai Zhang, Zhang, Zekai, Xiao Li +11 · 1 citation
   Computer Science · Physics and Astronomy · Medicine · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Advanced Neuroimaging Techniques and Applications