Aäron van den Oord
Aäron van den Oord
Google DeepMind
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TitleCited byYear
WaveNet: A Generative Model for Raw Audio
A van den Oord, S Dieleman, H Zen, K Simonyan, O Vinyals, A Graves, ...
arXiv preprint arXiv:1609.03499, 2016
1892*2016
Pixel recurrent neural networks
A Oord, N Kalchbrenner, K Kavukcuoglu
arXiv preprint arXiv:1601.06759, 2016
8152016
Deep content-based music recommendation
A Van den Oord, S Dieleman, B Schrauwen
Advances in neural information processing systems, 2643-2651, 2013
7602013
Conditional image generation with pixelcnn decoders
A Van den Oord, N Kalchbrenner, L Espeholt, O Vinyals, A Graves
Advances in neural information processing systems, 4790-4798, 2016
7112016
A note on the evaluation of generative models
L Theis, A Oord, M Bethge
arXiv preprint arXiv:1511.01844, 2015
4642015
Neural machine translation in linear time
N Kalchbrenner, L Espeholt, K Simonyan, A Oord, A Graves, ...
arXiv preprint arXiv:1610.10099, 2016
2242016
Parallel wavenet: Fast high-fidelity speech synthesis
A Oord, Y Li, I Babuschkin, K Simonyan, O Vinyals, K Kavukcuoglu, ...
arXiv preprint arXiv:1711.10433, 2017
2062017
Video pixel networks
N Kalchbrenner, A van den Oord, K Simonyan, I Danihelka, O Vinyals, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
1932017
Neural discrete representation learning
A van den Oord, O Vinyals
Advances in Neural Information Processing Systems, 6306-6315, 2017
1762017
Count-based exploration with neural density models
G Ostrovski, MG Bellemare, A van den Oord, R Munos
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
1562017
Beyond temporal pooling: Recurrence and temporal convolutions for gesture recognition in video
L Pigou, A Van Den Oord, S Dieleman, M Van Herreweghe, J Dambre
International Journal of Computer Vision 126 (2-4), 430-439, 2018
1152018
Efficient neural audio synthesis
N Kalchbrenner, E Elsen, K Simonyan, S Noury, N Casagrande, ...
arXiv preprint arXiv:1802.08435, 2018
1042018
Representation learning with contrastive predictive coding
A Oord, Y Li, O Vinyals
arXiv preprint arXiv:1807.03748, 2018
1032018
Adversarial risk and the dangers of evaluating against weak attacks
J Uesato, B O'Donoghue, A Oord, P Kohli
arXiv preprint arXiv:1802.05666, 2018
1002018
Parallel multiscale autoregressive density estimation
S Reed, A van den Oord, N Kalchbrenner, SG Colmenarejo, Z Wang, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
672017
Factoring variations in natural images with deep gaussian mixture models
A Van den Oord, B Schrauwen
Advances in Neural Information Processing Systems, 3518-3526, 2014
632014
Transfer learning by supervised pre-training for audio-based music classification
A van den Oord, S Dieleman, B Schrauwen
46*
The challenge of realistic music generation: modelling raw audio at scale
S Dieleman, A van den Oord, K Simonyan
Advances in Neural Information Processing Systems, 7989-7999, 2018
352018
Generating interpretable images with controllable structure
S Reed, A van den Oord, N Kalchbrenner, V Bapst, M Botvinick, ...
312016
Few-shot autoregressive density estimation: Towards learning to learn distributions
S Reed, Y Chen, T Paine, A Oord, SM Eslami, D Rezende, O Vinyals, ...
arXiv preprint arXiv:1710.10304, 2017
282017
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