NeurIPS 2025 "sampling acceleration" Papers

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Adaptive Stochastic Coefficients for Accelerating Diffusion Sampling

Ruoyu Wang, Beier Zhu, Junzhi Li et al.

NeurIPS 2025posterarXiv:2510.23285
1
citations

PID-controlled Langevin Dynamics for Faster Sampling on Generative Models

Hongyi Chen, Jianhai Shu, Jingtao Ding et al.

NeurIPS 2025posterarXiv:2511.12603

SCoT: Unifying Consistency Models and Rectified Flows via Straight-Consistent Trajectories

zhangkai wu, Xuhui Fan, Hongyu Wu et al.

NeurIPS 2025posterarXiv:2502.16972
1
citations