BIMSA > Seminar on Control Theory and Nonlinear Filtering Matching Normalizing Flows and Probability Paths on Manifolds
Matching Normalizing Flows and Probability Paths on Manifolds
Organizer
Stephen S-T. Yau
Speaker
Jiayi Kang
Time
Tuesday, October 4, 2022 3:30 PM - 4:00 PM
Venue
Online
Online
Tencent 735 7908 4302 ()
Abstract
In this report, I will introduce some results on normalising flows. Continuous Normalizing Flows (CNFs) are a class of generative models that transform a prior distribution to a model distribution by solving an ordinary differential equation (ODE).