"fast sampling" Papers

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Informed Correctors for Discrete Diffusion Models

Yixiu Zhao, Jiaxin Shi, Feng Chen et al.

NeurIPS 2025posterarXiv:2407.21243

Linear Multistep Solver Distillation for Fast Sampling of Diffusion Models

Yuchen Yuchen, Xiangzhong Fang, Hanting Chen et al.

ICLR 2025poster

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

Ao Li, Wei Fang, Hongbo Zhao et al.

ICLR 2025posterarXiv:2502.07856

Simple ReFlow: Improved Techniques for Fast Flow Models

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

ICLR 2025posterarXiv: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 2024poster

Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling

Zehao Dou, Minshuo Chen, Mengdi Wang et al.

ICML 2024poster

Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations

Kaiwen Xue, Yuhao Zhou, Shen Nie et al.

ICML 2024poster