Advanced Machine Learning: Deep Generative Models (DGM)

Below you can find the recordings of our lecture "Advanced Machine Learning: Deep Generative Models" (CIT4230003). The videos for "Machine Learning for Graphs and Sequential Data" can be found here.​​​​​​​

Note: The videos presented here are recordings from previous years and are additional to the actual lecture. Therefore, the content in these videos can differ from the lecture and is not exhaustive.

If you spot any typos or mistakes, please send an e-mail to Prof. Günnemann with the subject [DGM Videos]. Thank you!

• Deep Generative Models
  • Normalising Flow: Part 1, Part 2, Part 3, Part 4
  • Variational Inference: Part1, Part2, Part3
  • Variational Autoencoder: Part1, Part2
  • Generative Adversarial Networks (GANs): Video