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Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images


Nov 20, 2020
Rewon Child

* 17 pages, 14 figures 

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Language Models are Few-Shot Learners


Jun 05, 2020
Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, Dario Amodei

* 40+32 pages 

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Scaling Laws for Neural Language Models


Jan 23, 2020
Jared Kaplan, Sam McCandlish, Tom Henighan, Tom B. Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, Dario Amodei

* 19 pages, 15 figures 

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Generating Long Sequences with Sparse Transformers


Apr 23, 2019
Rewon Child, Scott Gray, Alec Radford, Ilya Sutskever


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Exploring Neural Transducers for End-to-End Speech Recognition


Jul 24, 2017
Eric Battenberg, Jitong Chen, Rewon Child, Adam Coates, Yashesh Gaur, Yi Li, Hairong Liu, Sanjeev Satheesh, David Seetapun, Anuroop Sriram, Zhenyao Zhu


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Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting


Jul 04, 2017
Sercan O. Arik, Markus Kliegl, Rewon Child, Joel Hestness, Andrew Gibiansky, Chris Fougner, Ryan Prenger, Adam Coates

* Accepted to Interspeech 2017 

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Reducing Bias in Production Speech Models


May 11, 2017
Eric Battenberg, Rewon Child, Adam Coates, Christopher Fougner, Yashesh Gaur, Jiaji Huang, Heewoo Jun, Ajay Kannan, Markus Kliegl, Atul Kumar, Hairong Liu, Vinay Rao, Sanjeev Satheesh, David Seetapun, Anuroop Sriram, Zhenyao Zhu


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Active Learning for Speech Recognition: the Power of Gradients


Dec 10, 2016
Jiaji Huang, Rewon Child, Vinay Rao, Hairong Liu, Sanjeev Satheesh, Adam Coates

* published as a workshop paper at NIPS 2016 

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