Playing around with generative models trained on natural images, along with (eventually) some visualization tools.
Variational Autoencoder (VAE)
- original vae paper I - Kingma and Welling 2014
- original vae paper II - Rezende, Mohamed and Wierstra 2014
- tutorial paper - Doersch 2016
- helpful blog - Variational Autoencoder in Tensorflow, Jan Hendrik Metzen
- conditional vae paper - Sohn, Lee and Yan 2015
Generative Adversarial Network (GAN)