References

  1. Diederik P. Kingma and Max Welling. Auto-encoding Variational Bayes. arXiv preprint arXiv:1312.6114, 2013(https://arxiv.org/pdf/1312.6114.pdf).
  2. Kihyuk Sohn, Honglak Lee, and Xinchen Yan. Learning Structured Output Representation Using Deep Conditional Generative Models. Advances in Neural Information Processing Systems, 2015(http://papers.nips.cc/paper/5775-learning-structured-output-representation-using-deep-conditional-generative-models.pdf).
  3. Yoshua Bengio, Aaron Courville, and Pascal Vincent. Representation Learning: A Review and New Perspectives. IEEE transactions on Pattern Analysis and Machine Intelligence 35.8, 2013: 1798-1828(https://arxiv.org/pdf/1206.5538.pdf).
  4. Xi Chen and others. Infogan: Interpretable Representation Learning ...

Get Advanced Deep Learning with Keras now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.