GitHub

Score-Based Diffusion Models in JAX

Implementation and extension of Score-Based Generative Modeling through Stochastic Differential Equations (Song++20) and Maximum Likelihood Training of Score-Based Diffusion Models (Song++21) in jax ...
IEEE

A Deep Learning Approach for Rare Event Simulation in Diffusion Processes

Abstract: We address the challenge of estimating rare events associated with stochastic differential equations using importance sampling. The importance sampling zero variance measure in these ...