Variational Autoencoder with Learned Latent Structure

Marissa C. Connor, Gregory H. Canal, Christopher J. Rozell

The manifold hypothesis states that high-dimensional data can be modeled as lying on or near a low-dimensional, nonlinear manifold. Variational Autoencoders (VAEs) approximate this…