NeurIPS 2025 "posterior sampling" Papers

4 papers found

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Constrained Posterior Sampling: Time Series Generation with Hard Constraints

Sai Shankar Narasimhan, Shubhankar Agarwal, Litu Rout et al.

NeurIPS 2025posterarXiv:2410.12652
2
citations

Guided Diffusion Sampling on Function Spaces with Applications to PDEs

Jiachen Yao, Abbas Mammadov, Julius Berner et al.

NeurIPS 2025posterarXiv:2505.17004
9
citations

Multitask Learning with Stochastic Interpolants

Hugo Negrel, Florentin Coeurdoux, Michael Albergo et al.

NeurIPS 2025spotlightarXiv:2508.04605

Split Gibbs Discrete Diffusion Posterior Sampling

Wenda Chu, Zihui Wu, Yifan Chen et al.

NeurIPS 2025posterarXiv:2503.01161
6
citations