NeurIPS 2025 "model collapse" Papers

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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