Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders

Natasa Tagasovska, Damien Ackerer, Thibault Vatter

Neural Information Processing Systems 

Third, a generative model is obtained by combining the estimated distribution with the decoder part of the AE.