Developments in unsupervised deep learning

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