Generative Models

Boltzmann Machines

  1. Restricted Boltzmann Machines – A friendly introduction – Link
  2. Restricted Boltzmann Machines (RBMs) – Ali Ghodsi – Link

Variational Auto-encoder

  1. The variational auto-encoder from Stanford CS228 Notes – Link

Papers

  1. DRAW: A Recurrent Neural Network For Image Generation – Link
  2. Auxiliary Deep Generative Models – Link
  3. Generating Sentences from a Continuous Space – Link