AO
Aaron van den Oord
cs.LGcs.CVstat.MLcs.SDeess.AScs.AIcs.NEcs.CLcs.CRcs.HC
On Valency
published · living versionsW_byxee644·v1 · currentpublished
Preprints & journals
39 papers in the corpus · 2015–2025Live Music Models2508.04651v3 · Lyria Team: Antoine Caillon, Brian McWilliams, Cassie Tarakajian et al.2025 · 0 citationsarXiv
Imagen 32408.07009v3 · Imagen-Team-Google: Jason Baldridge, Jakob Bauer, Mukul Bhutani et al.2024 · 4 citationsarXiv
AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning2308.03526v1 · Michael Mathieu, Sherjil Ozair, Srivatsan Srinivasan et al.2023 · 4 citationsarXiv
Step-unrolled Denoising Autoencoders for Text Generation2112.06749v3 · Nikolay Savinov, Junyoung Chung, Mikolaj Binkowski et al.2021 · 35 citationsarXiv
Towards Learning Universal Audio Representations2111.12124v3 · Luyu Wang, Pauline Luc, Yan Wu et al.2021 · 49 citationsarXiv
Vector Quantized Models for Planning2106.04615v2 · Sherjil Ozair, Yazhe Li, Ali Razavi et al.2021 · 6 citationsarXiv
Divide and Contrast: Self-supervised Learning from Uncurated Data2105.08054v1 · Yonglong Tian, Olivier J. Henaff, Aaron van den Oord2021 · 56 citationsarXiv
Multimodal Self-Supervised Learning of General Audio Representations2104.12807v2 · Luyu Wang, Pauline Luc, Adria Recasens et al.2021 · 22 citationsarXiv
Broaden Your Views for Self-Supervised Video Learning2103.16559v3 · Adria Recasens, Pauline Luc, Jean-Baptiste Alayrac et al.2021 · 91 citationsarXiv
Efficient Visual Pretraining with Contrastive Detection2103.10957v2 · Olivier J. H'enaff, Skanda Koppula, Jean-Baptiste Alayrac et al.2021 · 128 citationsarXiv
Multi-Format Contrastive Learning of Audio Representations2103.06508v3 · Luyu Wang, Aaron van den Oord2021 · 35 citationsarXiv
Predicting Video with VQVAE2103.01950v1 · Jacob Walker, Ali Razavi, Aaron van den Oord2021 · 29 citationsarXiv
Are we done with ImageNet?2006.07159v1 · Lucas Beyer, Olivier J. H'enaff, Alexander Kolesnikov et al.2020 · 176 citationsarXiv
Learning Robust and Multilingual Speech Representations2001.11128v1 · Kazuya Kawakami, Luyu Wang, Chris Dyer et al.2020 · 87 citationsarXiv
Low Bit-Rate Speech Coding with VQ-VAE and a WaveNet Decoder1910.06464v1 · Cristina Garbacea, Aaron van den Oord, Yazhe Li et al.2019 · 121 citationsICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 735-739. IEEE, 2019
Shaping Belief States with Generative Environment Models for RL1906.09237v2 · Karol Gregor, Danilo Jimenez Rezende, Frederic Besse et al.2019 · 54 citationsarXiv
Generating Diverse High-Fidelity Images with VQ-VAE-21906.00446v1 · Ali Razavi, Aaron van den Oord, Oriol Vinyals2019 · 708 citationsarXiv
Data-Efficient Image Recognition with Contrastive Predictive Coding1905.09272v3 · Olivier J. H'enaff, Aravind Srinivas, Jeffrey De Fauw et al.2019 · 1,014 citationsarXiv
On Variational Bounds of Mutual Information1905.06922v1 · Ben Poole, Sherjil Ozair, Aaron van den Oord et al.2019 · 463 citationsarXiv
Wasserstein Dependency Measure for Representation Learning1903.11780v1 · Sherjil Ozair, Corey Lynch, Yoshua Bengio et al.2019 · 51 citationsarXiv
Preventing Posterior Collapse with delta-VAEs1901.03416v1 · Ali Razavi, Aaron van den Oord, Ben Poole et al.2019 · 65 citationsarXiv
Sample Efficient Adaptive Text-to-Speech1809.10460v3 · Yutian Chen, Yannis Assael, Brendan Shillingford et al.2018 · 117 citationsarXiv
Representation Learning with Contrastive Predictive Coding1807.03748v2 · Aaron van den Oord, Yazhe Li, Oriol Vinyals2018 · 6,245 citationsarXiv
The challenge of realistic music generation: modelling raw audio at scale1806.10474v1 · Sander Dieleman, Aaron van den Oord, Karen Simonyan2018 · 128 citationsarXiv
Associative Compression Networks for Representation Learning1804.02476v2 · Alex Graves, Jacob Menick, Aaron van den Oord2018 · 13 citationsarXiv
Efficient Neural Audio Synthesis1802.08435v2 · Nal Kalchbrenner, Erich Elsen, Karen Simonyan et al.2018 · 526 citationsarXiv
Adversarial Risk and the Dangers of Evaluating Against Weak Attacks1802.05666v2 · Jonathan Uesato, Brendan O'Donoghue, Aaron van den Oord et al.2018 · 418 citationsarXiv
Parallel WaveNet: Fast High-Fidelity Speech Synthesis1711.10433v1 · Aaron van den Oord, Yazhe Li, Igor Babuschkin et al.2017 · 518 citationsarXiv
Neural Discrete Representation Learning1711.00937v2 · Aaron van den Oord, Oriol Vinyals, Koray Kavukcuoglu2017 · 2,728 citationsarXiv
Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions1710.10304v4 · Scott Reed, Yutian Chen, Thomas Paine et al.2017 · 46 citationsarXiv
Parallel Multiscale Autoregressive Density Estimation1703.03664v1 · Scott Reed, Aaron van den Oord, Nal Kalchbrenner et al.2017 · 138 citationsarXiv
Count-Based Exploration with Neural Density Models1703.01310v2 · Georg Ostrovski, Marc G. Bellemare, Aaron van den Oord et al.2017 · 377 citationsarXiv
Neural Machine Translation in Linear Time1610.10099v2 · Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan et al.2016 · 414 citationsarXiv
Video Pixel Networks1610.00527v1 · Nal Kalchbrenner, Aaron van den Oord, Karen Simonyan et al.2016 · 171 citationsarXivon Valency
WaveNet: A Generative Model for Raw Audio1609.03499v2 · Aaron van den Oord, Sander Dieleman, Heiga Zen et al.2016 · 4,911 citationsarXiv
Conditional Image Generation with PixelCNN Decoders1606.05328v2 · Aaron van den Oord, Nal Kalchbrenner, Oriol Vinyals et al.2016 · 1,833 citationsarXiv
Pixel Recurrent Neural Networks1601.06759v3 · Aaron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu2016 · 1,437 citationsarXivon Valency
A note on the evaluation of generative models1511.01844v3 · Lucas Theis, Aaron van den Oord, Matthias Bethge2015 · 701 citationsarXiv
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video1506.01911v3 · Lionel Pigou, Aaron van den Oord, Sander Dieleman et al.2015 · 286 citationsarXiv
Career total: 60 works. 39 are in this corpus.
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