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A Practical Sparse Approximation for Real Time Recurrent Learning


Jun 12, 2020
Jacob Menick, Erich Elsen, Utku Evci, Simon Osindero, Karen Simonyan, Alex Graves

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The Kanerva Machine: A Generative Distributed Memory


Jun 18, 2018
Yan Wu, Greg Wayne, Alex Graves, Timothy Lillicrap

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* Published as a conference paper at ICLR 2018 (corrected typos in revision) 

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Associative Compression Networks for Representation Learning


Apr 26, 2018
Alex Graves, Jacob Menick, Aaron van den Oord

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* Revised to clarify difference between ACN and IID loss 

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Noisy Networks for Exploration


Feb 15, 2018
Meire Fortunato, Mohammad Gheshlaghi Azar, Bilal Piot, Jacob Menick, Ian Osband, Alex Graves, Vlad Mnih, Remi Munos, Demis Hassabis, Olivier Pietquin, Charles Blundell, Shane Legg

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* ICLR 2018 

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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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Decoupled Neural Interfaces using Synthetic Gradients


Jul 03, 2017
Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, David Silver, Koray Kavukcuoglu

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Automated Curriculum Learning for Neural Networks


Apr 10, 2017
Alex Graves, Marc G. Bellemare, Jacob Menick, Remi Munos, Koray Kavukcuoglu

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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

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* 9 pages 

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Adaptive Computation Time for Recurrent Neural Networks


Feb 21, 2017
Alex Graves

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Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes


Oct 27, 2016
Jack W Rae, Jonathan J Hunt, Tim Harley, Ivo Danihelka, Andrew Senior, Greg Wayne, Alex Graves, Timothy P Lillicrap

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* in 30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain 

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