Automating ourselves
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Developments in unsupervised deep learning

Nov 13, 2016

Amund Tveit has a nice list about ICLR 2017 papers about unsupervised deep learning

He also references this lecture by Salakhutdinov: Foundations of Unsupervised Deep Learning (Ruslan Salakhutdinov, CMU)

I thought I was following somewhat closely this part of the field. Now I feel like I have been living under a rock.


Stuff that was new to me:

  • Moment matching networks (eg: Generative moment matching networks)
  • pixelRNN
  • Neural Autoregressive Distribution Estimator
  • Automating ourselves

Yet another blog