Approximation Capabilities of Neural ODEs and Invertible Residual Networks

Han Zhang, Xi Gao, Jacob Unterman, Tom Arodz

Abstract: Recent interest in invertible models and normalizing flows has resulted in new architectures that ensure invertibility of the network model. Neural ODEs and i-ResNets are two recent techniques for ...