Unsupervised deep learning–iclr discoveries

2. Unsupervised learning Using generative adversarial Training and Clustering–authors:vittal Premachandran, Alan L. Yuille

4. An information-theoretic Framework for Fast and robust unsupervised learning via neural Population Infomax–authors:wenta o Huang, Kechen Zhang

6. Unsupervised Cross-domain Image generation–authors:yaniv Taigman, Adam Polyak, Lior Wolf

8. Unsupervised perceptual Rewards for imitation Learning–authors:pierre sermanet, Kelvin Xu, Sergey Levine

10. Deep predictive Coding Networks for Video prediction and unsupervised Learning–authors:william Lotter, Gabriel Kreiman, David Cox

12. Unsupervised sentence representation learning with adversarial Auto-encoder–authors:shuai Tang, Hailin Jin, Chen Fang, Zhaowen Wang

14. Unsupervised program induction with hierarchical generative convolutional neural Networks–authors:qucheng Gong, Yuandon G Tian, C. Lawrence Zitnick

16. Generalizable Features from unsupervised Learning–authors:mehdi Mirza, Aaron Courville, Yoshua Bengio

18. Reinforcement learning with unsupervised auxiliary Tasks–authors:max Jaderberg, Volodymyr Mnih, Wojciech Marian Czarnec Ki, Tom schaul, Joel Z Leibo, David Silver, Koray Kavukcuoglu

20. Deep variational Bayes filters:unsupervised learning of State Space Models from Raw Data–authors:maximilian Karl, Maxi Milian Soelch, Justin Bayer, Patrick van der Smagt

22. Unsupervised learning of state representations for multiple tasks–authors:antonin Raffin, Sebastian hfer, Rico Jonschko Wski, Oliver Brock, Freek Stulp

24. Unsupervised pretraining for Sequence to Sequence Learning–authors:prajit Ramachandran, Peter J. Liu, Quoc v. Le

26. Unsupervised deep learning of the state representation Using robotic Priors–authors:timothee Lesort, David filliat

28. Deep unsupervised clustering with Gaussian Mixture variational autoencoders–authors:nat Dilokthanakul, Pedro A. M. Medi Ano, Marta Garnelo, Matthew C.H Lee, Hugh Salimbeni, Kai Arulkumaran, Murray Shanahan

30. Deep unsupervised learning through spatial contrasting–authors:elad Hoffer, Itay Hubara, Nir Ailon

Https://www.youtube.com/watch?v=rK6bchqeaN8

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Http://it.sohu.com/20161113/n473045543.shtml

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This article from "It Technology Learning and communication" blog, declined reprint!

Unsupervised deep learning–iclr discoveries