NeurIPS 2025 "theoretical analysis" Papers

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Provable Sample-Efficient Transfer Learning Conditional Diffusion Models via Representation Learning

Ziheng Cheng, Tianyu Xie, Shiyue Zhang et al.

NeurIPS 2025posterarXiv:2502.04491
2
citations

Theoretical Benefit and Limitation of Diffusion Language Model

Guhao Feng, Yihan Geng, Jian Guan et al.

NeurIPS 2025posterarXiv:2502.09622
27
citations