Han-Hsien Huang

Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization

In this paper, we propose an approach to effectively accelerating the computation of continuous normalizing flow (CNF), which has been proven to be a powerful tool for the tasks such as variational inference and density estimation. The training time cost of CNF can be extremely high because the requ…