In this work, we proposed a novel generative model: deep variational autoencoder (DVAE) to tackle the challenge of insufficient data and incomplete supervision. The experimental results showed that ...

To address this issue, a method called meta regression Gaussian mixture variational autoencoder (MR-GMVAE) is proposed. First, a regression Gaussian mixture variational autoencoder (R-GMVAE) is ...