Wavelets to the Rescue: Improving Sample Quality of Latent Variable Deep Generative Models

Prashnna K Gyawali, Rudra Saha, Linwei Wang +2

Variational Autoencoders (VAE) are probabilistic deep generative models underpinned by elegant theory, stable training processes, and meaningful manifold representations. However,…