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Aspects of scaling and scalability for flow-based sampling of lattice QCD


Nov 14, 2022
Ryan Abbott, Michael S. Albergo, Aleksandar Botev, Denis Boyda, Kyle Cranmer, Daniel C. Hackett, Alexander G. D. G. Matthews, Sébastien Racanière, Ali Razavi, Danilo J. Rezende, Fernando Romero-López, Phiala E. Shanahan, Julian M. Urban

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* 22 pages, 8 figures 

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A Generalist Agent


May 19, 2022
Scott Reed, Konrad Zolna, Emilio Parisotto, Sergio Gomez Colmenarejo, Alexander Novikov, Gabriel Barth-Maron, Mai Gimenez, Yury Sulsky, Jackie Kay, Jost Tobias Springenberg, Tom Eccles, Jake Bruce, Ali Razavi, Ashley Edwards, Nicolas Heess, Yutian Chen, Raia Hadsell, Oriol Vinyals, Mahyar Bordbar, Nando de Freitas

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Vector Quantized Models for Planning


Jun 10, 2021
Sherjil Ozair, Yazhe Li, Ali Razavi, Ioannis Antonoglou, Aäron van den Oord, Oriol Vinyals

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* ICML 2021 

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Predicting Video with VQVAE


Mar 02, 2021
Jacob Walker, Ali Razavi, Aäron van den Oord

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* 13 Pages 

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Do Transformers Need Deep Long-Range Memory


Jul 07, 2020
Jack W. Rae, Ali Razavi

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* 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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