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A Spectral Energy Distance for Parallel Speech Synthesis

Aug 03, 2020
Alexey A. Gritsenko, Tim Salimans, Rianne van den Berg, Jasper Snoek, Nal Kalchbrenner


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Deep Learning Based Text Classification: A Comprehensive Review

Apr 06, 2020
Shervin Minaee, Nal Kalchbrenner, Erik Cambria, Narjes Nikzad, Meysam Chenaghlu, Jianfeng Gao


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MetNet: A Neural Weather Model for Precipitation Forecasting

Mar 30, 2020
Casper Kaae S√łnderby, Lasse Espeholt, Jonathan Heek, Mostafa Dehghani, Avital Oliver, Tim Salimans, Shreya Agrawal, Jason Hickey, Nal Kalchbrenner


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Axial Attention in Multidimensional Transformers

Dec 20, 2019
Jonathan Ho, Nal Kalchbrenner, Dirk Weissenborn, Tim Salimans

* 10 pages 

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Bayesian Inference for Large Scale Image Classification

Aug 09, 2019
Jonathan Heek, Nal Kalchbrenner


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Generating High Fidelity Images with Subscale Pixel Networks and Multidimensional Upscaling

Dec 04, 2018
Jacob Menick, Nal Kalchbrenner


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Efficient Neural Audio Synthesis

Jun 25, 2018
Nal Kalchbrenner, Erich Elsen, Karen Simonyan, Seb Noury, Norman Casagrande, Edward Lockhart, Florian Stimberg, Aaron van den Oord, Sander Dieleman, Koray Kavukcuoglu

* 10 pages 

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Tensor2Tensor for Neural Machine Translation

Mar 16, 2018
Ashish Vaswani, Samy Bengio, Eugene Brevdo, Francois Chollet, Aidan N. Gomez, Stephan Gouws, Llion Jones, ŇĀukasz Kaiser, Nal Kalchbrenner, Niki Parmar, Ryan Sepassi, Noam Shazeer, Jakob Uszkoreit

* arXiv admin note: text overlap with arXiv:1706.03762 

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Parallel WaveNet: Fast High-Fidelity Speech Synthesis

Nov 28, 2017
Aaron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik Grewe, Seb Noury, Sander Dieleman, Erich Elsen, Nal Kalchbrenner, Heiga Zen, Alex Graves, Helen King, Tom Walters, Dan Belov, Demis Hassabis


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Neural Machine Translation in Linear Time

Mar 15, 2017
Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan, Aaron van den Oord, Alex Graves, Koray Kavukcuoglu

* 9 pages 

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Parallel Multiscale Autoregressive Density Estimation

Mar 10, 2017
Scott Reed, Aäron van den Oord, Nal Kalchbrenner, Sergio Gómez Colmenarejo, Ziyu Wang, Dan Belov, Nando de Freitas


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Video Pixel Networks

Oct 03, 2016
Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu

* 16 pages 

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WaveNet: A Generative Model for Raw Audio

Sep 19, 2016
Aaron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew Senior, Koray Kavukcuoglu


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Pixel Recurrent Neural Networks

Aug 19, 2016
Aaron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu


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Conditional Image Generation with PixelCNN Decoders

Jun 18, 2016
Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals, Lasse Espeholt, Alex Graves, Koray Kavukcuoglu


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Associative Long Short-Term Memory

May 19, 2016
Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves

* ICML-2016 

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Grid Long Short-Term Memory

Jan 07, 2016
Nal Kalchbrenner, Ivo Danihelka, Alex Graves

* 15 pages 

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Resolving Lexical Ambiguity in Tensor Regression Models of Meaning

Aug 26, 2014
Dimitri Kartsaklis, Nal Kalchbrenner, Mehrnoosh Sadrzadeh

* Proceedings of ACL 2014, Vol. 2:Short Papers, pp:212-217 

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Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network

Jun 15, 2014
Misha Denil, Alban Demiraj, Nal Kalchbrenner, Phil Blunsom, Nando de Freitas


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A Convolutional Neural Network for Modelling Sentences

Apr 08, 2014
Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom


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Recurrent Convolutional Neural Networks for Discourse Compositionality

Jun 15, 2013
Nal Kalchbrenner, Phil Blunsom


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