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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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Rigging the Lottery: Making All Tickets Winners

Nov 25, 2019
Utku Evci, Trevor Gale, Jacob Menick, Pablo Samuel Castro, Erich Elsen


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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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Associative Compression Networks for Representation Learning

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

* 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

* ICLR 2018 

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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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