19  Autoencoders

19.1 Deterministic autoencoders

19.1.1 Linear AEs

19.1.2 Deep AEs

19.1.3 Sparse AEs

19.1.4 Denoising AEs

19.1.5 Masked AEs

19.2 Variational autoencoders

19.2.1 Amortized inference

19.2.2 The reparameterization trick