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Broaden Your Views for Self-Supervised Video Learning

Mar 30, 2021
Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Patraucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman

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Predicting Video with VQVAE

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

* 13 Pages 

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Are we done with ImageNet?

Jun 12, 2020
Lucas Beyer, Olivier J. Hénaff, Alexander Kolesnikov, Xiaohua Zhai, Aäron van den Oord

* All five authors contributed equally. New labels at 

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Low Bit-Rate Speech Coding with VQ-VAE and a WaveNet Decoder

Oct 14, 2019
Cristina Gârbacea, Aäron van den Oord, Yazhe Li, Felicia S C Lim, Alejandro Luebs, Oriol Vinyals, Thomas C Walters

* ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 735-739. IEEE, 2019 
* ICASSP 2019 

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Unsupervised speech representation learning using WaveNet autoencoders

Jan 25, 2019
Jan Chorowski, Ron J. Weiss, Samy Bengio, Aäron 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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Sample Efficient Adaptive Text-to-Speech

Sep 27, 2018
Yutian Chen, Yannis Assael, Brendan Shillingford, David Budden, Scott Reed, Heiga Zen, Quan Wang, Luis C. Cobo, Andrew Trask, Ben Laurie, Caglar Gulcehre, Aäron van den Oord, Oriol Vinyals, Nando de Freitas

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The challenge of realistic music generation: modelling raw audio at scale

Jun 26, 2018
Sander Dieleman, Aäron van den Oord, Karen Simonyan

* 13 pages, 2 figures, submitted to NIPS 2018 

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Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions

Feb 28, 2018
Scott Reed, Yutian Chen, Thomas Paine, Aäron van den Oord, S. M. Ali Eslami, Danilo Rezende, Oriol Vinyals, Nando de Freitas

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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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A note on the evaluation of generative models

Apr 24, 2016
Lucas Theis, Aäron van den Oord, Matthias Bethge

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Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video

Feb 10, 2016
Lionel Pigou, Aäron van den Oord, Sander Dieleman, Mieke Van Herreweghe, Joni Dambre

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