Convolutional VAE

This is adapted from tensorflow's VAE example: https://www.tensorflow.org/tutorials/generative/cvae

Test on MNIST

Running run_inference generates the following images.

Trained latent representations for 2^16 train datasets

Generated images by varying mean and std between the train set values