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Learning Dexterous In-Hand Manipulation

Jan 18, 2019
OpenAI, Marcin Andrychowicz, Bowen Baker, Maciek Chociej, Rafal Jozefowicz, Bob McGrew, Jakub Pachocki, Arthur Petron, Matthias Plappert, Glenn Powell, Alex Ray, Jonas Schneider, Szymon Sidor, Josh Tobin, Peter Welinder, Lilian Weng, Wojciech Zaremba

* Making OpenAI the first author. We wish this paper to be cited as "Learning Dexterous In-Hand Manipulation" by OpenAI et al. We are replicating the approach from the physics community: arXiv:1812.06489 

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Learning to Generate Reviews and Discovering Sentiment

Apr 06, 2017
Alec Radford, Rafal Jozefowicz, Ilya Sutskever


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Revisiting Distributed Synchronous SGD

Mar 21, 2017
Jianmin Chen, Xinghao Pan, Rajat Monga, Samy Bengio, Rafal Jozefowicz

* 10 pages 

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Improving Variational Inference with Inverse Autoregressive Flow

Jan 30, 2017
Diederik P. Kingma, Tim Salimans, Rafal Jozefowicz, Xi Chen, Ilya Sutskever, Max Welling


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LFADS - Latent Factor Analysis via Dynamical Systems

Aug 22, 2016
David Sussillo, Rafal Jozefowicz, L. F. Abbott, Chethan Pandarinath

* 16 pages, 11 figures 

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Generating Sentences from a Continuous Space

May 12, 2016
Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew M. Dai, Rafal Jozefowicz, Samy Bengio

* SIGNLL Conference on Computational Natural Language Learning (CONLL), 2016 
* First two authors contributed equally. Work was done when all authors were at Google, Inc 

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TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Mar 16, 2016
Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Jozefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mane, Rajat Monga, Sherry Moore, Derek Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda Viegas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, Xiaoqiang Zheng

* Version 2 updates only the metadata, to correct the formatting of Mart\'in Abadi's name 

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Exploring the Limits of Language Modeling

Feb 11, 2016
Rafal Jozefowicz, Oriol Vinyals, Mike Schuster, Noam Shazeer, Yonghui Wu


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Towards Principled Unsupervised Learning

Dec 03, 2015
Ilya Sutskever, Rafal Jozefowicz, Karol Gregor, Danilo Rezende, Tim Lillicrap, Oriol Vinyals


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Fast optimization of Multithreshold Entropy Linear Classifier

Apr 18, 2015
Rafal Jozefowicz, Wojciech Marian Czarnecki

* Presented at Theoretical Foundations of Machine Learning 2015 (http://tfml.gmum.net), final version published in Schedae Informaticae Journal 

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