"sampling efficiency" Papers

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MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization

Chenglong Wang, Yang Gan, Hang Zhou et al.

NeurIPS 2025posterarXiv:2510.21473

PFDiff: Training-Free Acceleration of Diffusion Models Combining Past and Future Scores

Guangyi Wang, Yuren Cai, lijiang Li et al.

ICLR 2025posterarXiv:2408.08822
5
citations

TADA: Improved Diffusion Sampling with Training-free Augmented DynAmics

Tianrong Chen, Huangjie Zheng, David Berthelot et al.

NeurIPS 2025posterarXiv:2506.21757
1
citations

DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation

Wenliang Zhao, Haolin Wang, Jie Zhou et al.

ECCV 2024posterarXiv:2409.03755
8
citations

Learning to Explore for Stochastic Gradient MCMC

SeungHyun Kim, Seohyeon Jung, SeongHyeon Kim et al.

ICML 2024poster

Switched Flow Matching: Eliminating Singularities via Switching ODEs

Qunxi Zhu, Wei Lin

ICML 2024poster