"fast sampling" Papers

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Informed Correctors for Discrete Diffusion Models

Yixiu Zhao, Jiaxin Shi, Feng Chen et al.

NEURIPS 2025arXiv:2407.21243

Linear Multistep Solver Distillation for Fast Sampling of Diffusion Models

Yuchen Yuchen, Xiangzhong Fang, Hanting Chen et al.

MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers

Ao Li, Wei Fang, Hongbo Zhao et al.

ICLR 2025arXiv:2502.07856

Simple ReFlow: Improved Techniques for Fast Flow Models

Beomsu Kim, Yu-Guan Hsieh, Michal Klein et al.

ICLR 2025arXiv:2410.07815

Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models

Neta Shaul, Uriel Singer, Ricky T. Q. Chen et al.

ICML 2024arXiv:2403.01329

Layout-Corrector: Alleviating Layout Sticking Phenomenon in Discrete Diffusion Model

Shoma Iwai, Atsuki Osanai, Shunsuke Kitada et al.

ECCV 2024arXiv:2409.16689

Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling

Zehao Dou, Minshuo Chen, Mengdi Wang et al.

Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations

Kaiwen Xue, Yuhao Zhou, Shen Nie et al.

ICML 2024arXiv:2404.15766