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
Shing Toung Yau
Speaker
Jia Yi 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).