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Demos |
Presentations |
Old blog
Demos
Some research demos that I (co-)developed:
Presentations
- 2015: Variational Auto-Encoders and Extensions (invited talk, NIPS 2015 Workshop on Black Box Inference and Learning, Montreal)
- 2015: Efficient Inference and Learning with Intractable Posteriors? Yes, Please. (invited talks, University of Cambridge and Columbia University)
- 2014: Stochastic Backpropagation, Variational Inference, and Semi-Supervised Learning (NIPS 2014 Workshop on Advances in Variational Inference, Montreal)
- 2014: Deep Generative Models (Deep Probabilistic Models Workshop, Sheffield)
- 2014: Auto-Encoding Variational Bayes (invited talk, Tsinghua University, Beijing)
- 2014: Efficient Gradient-Based Inference through Transformations between Bayes Nets and Neural Nets (ICML 2014, Beijing) [ODP]
- 2014: Auto-Encoding Variational Bayes (ICLR 2014, Banff) [ODP]
- 2014: Stochastic Gradient VB. Intractable posterior distributions? Gradients to the rescue! (IAS talk, University of Amsterdam) [ODP]
- 2013: Fast Inference in Deep Bayes Nets with Continuous Latent Variables (CIFAR NCAP Summer School, Toronto) [ODP]
Videos of several of these are on the
Talks and Videos page of the old blog.
Old blog (2013–2016)
Posts and pages from the WordPress blog that lived on this domain, preserved as a static archive:
blog archive. Includes the Talks and Videos page,
third-party VAE implementations and the
ICML'15 Deep Learning Workshop recordings.
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