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Step-unrolled Denoising Autoencoders for Text Generation


Dec 13, 2021
Nikolay Savinov, Junyoung Chung, Mikolaj Binkowski, Erich Elsen, Aaron van den Oord


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Towards Learning Universal Audio Representations


Dec 01, 2021
Luyu Wang, Pauline Luc, Yan Wu, Adria Recasens, Lucas Smaira, Andrew Brock, Andrew Jaegle, Jean-Baptiste Alayrac, Sander Dieleman, Joao Carreira, Aaron van den Oord


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Divide and Contrast: Self-supervised Learning from Uncurated Data


May 17, 2021
Yonglong Tian, Olivier J. Henaff, Aaron van den Oord


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Multimodal Self-Supervised Learning of General Audio Representations


Apr 28, 2021
Luyu Wang, Pauline Luc, Adria Recasens, Jean-Baptiste Alayrac, Aaron van den Oord


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Multi-Format Contrastive Learning of Audio Representations


Mar 24, 2021
Luyu Wang, Aaron van den Oord


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Efficient Visual Pretraining with Contrastive Detection


Mar 19, 2021
Olivier J. Hénaff, Skanda Koppula, Jean-Baptiste Alayrac, Aaron van den Oord, Oriol Vinyals, João Carreira

* Technical report 

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Learning Robust and Multilingual Speech Representations


Jan 29, 2020
Kazuya Kawakami, Luyu Wang, Chris Dyer, Phil Blunsom, Aaron van den Oord


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