The Unreasonable Effectiveness of Recurrent Neural Networks
Andrej Karpathy's influential blog post demonstrating RNN capabilities through character-level generation
Variational Autoencoder (VAE)
Probabilistic generative model with structured latent space
Variational Lossy Autoencoder
Connecting VAEs to lossy compression and the bits-back coding argument