Cover Image

An introduction to variational autoencoders /

Bibliographic Details
Main Authors: Kingma, Diederik P. (Author), Welling, Max (Author)
Format: Book
Language:English
Published: Norwell, MA : Now Publishers, [2019]
Series:Foundations and trends in machine learning ; 12:4.
Subjects:
Pattern recognition systems.
Machine learning.
Table of Contents:
  • 1. Introduction
  • 2. Variational autoencoders
  • 3. Beyond Gaussian posteriors
  • 4. Deeper generative models
  • 5. Conclusion
  • Acknowledgements
  • Appendices
  • References.