or: Practical Lossless Compression With Latent Variables Using Bits Back Coding

high lossless compression ratios are achievable using a simple VAE and a variant of arithmetic coding, asymmetric numerical systems. The authors demonstrate a VAE trained to draw images of MNIST digits, conditional on the digit. They abbreviate their method as BB-ANS