Flow-Based Models

Slides
Video Lecture

References

  1. Variational Inference with Normalizing FlowsDanilo Jimenez Rezende, Shakir Mohamed2015
  2. Density estimation using Real NVPLaurent Dinh, Jascha Sohl-Dickstein, Samy Bengio2016
  3. Glow: Generative Flow with Invertible 1x1 ConvolutionsDiederik P. Kingma, Prafulla Dhariwal2018