Reconstructing MNIST digits using a 20 dimensional latent space. Top row: input images. Bottom row: reconstructions. (a) VAE. Generated by vae_mnist_conv_lightning.ipynb . (b) Deterministic AE. Generated by ae_mnist_conv.ipynb .