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Do Transformers Need Deep Long-Range Memory

Jul 07, 2020
Jack W. Rae, Ali Razavi

* published at 58th Annual Meeting of the Association for Computational Linguistics. 6 pages, 4 figures, 1 table 

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Generating Diverse High-Fidelity Images with VQ-VAE-2

Jun 02, 2019
Ali Razavi, Aaron van den Oord, Oriol Vinyals


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Data-Efficient Image Recognition with Contrastive Predictive Coding

May 22, 2019
Olivier J. Hénaff, Ali Razavi, Carl Doersch, S. M. Ali Eslami, Aaron van den Oord


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Preventing Posterior Collapse with delta-VAEs

Jan 10, 2019
Ali Razavi, Aäron van den Oord, Ben Poole, Oriol Vinyals


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Hyperbolic Attention Networks

May 24, 2018
Caglar Gulcehre, Misha Denil, Mateusz Malinowski, Ali Razavi, Razvan Pascanu, Karl Moritz Hermann, Peter Battaglia, Victor Bapst, David Raposo, Adam Santoro, Nando de Freitas


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Population Based Training of Neural Networks

Nov 28, 2017
Max Jaderberg, Valentin Dalibard, Simon Osindero, Wojciech M. Czarnecki, Jeff Donahue, Ali Razavi, Oriol Vinyals, Tim Green, Iain Dunning, Karen Simonyan, Chrisantha Fernando, Koray Kavukcuoglu


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