NEURIPS 2025 "model collapse" Papers
3 papers found
A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective
Lianghe Shi, Meng Wu, Huijie Zhang et al.
NEURIPS 2025spotlightarXiv:2509.16499
3
citations
A solvable model of learning generative diffusion: theory and insights
Hugo Cui, Cengiz Pehlevan, Yue Lu
NEURIPS 2025posterarXiv:2501.03937
5
citations
Self-Verification Provably Prevents Model Collapse in Recursive Synthetic Training
Shi Fu, Yingjie Wang, Yuzhu Chen et al.
NEURIPS 2025poster