Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations

Kaiwen Xue; Yuhao Zhou; Shen Nie; Xu Min; Xiaolu Zhang; Jun Zhou; Chongxuan Li

2024 ICML ICML 2024

Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Kaiwen Xue, Yuhao Zhou, Shen Nie, Xu Min, Xiaolu Zhang, Jun Zhou, Chongxuan Li

Topics

Machine Learning > Core Methods > Regression Machine Learning > Optimization & Theory > Bayesian Inference Deep Learning > Models > Diffusion Models

Keywords

score matching diffusion model stochastic differential equation function evaluation bayesian flow network reverse-time sde

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