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To be or not to be cited in computer science.
Bjorn De Sutter, Aäron van den Oord: To be or not to be cited in computer science. Commun. ACM 55(8): 69-75 (2012)
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Deep content-based music recommendation.
Aäron van den Oord, Sander Dieleman, Benjamin Schrauwen: Deep content-based music recommendation. NIPS 2013: 2643-2651
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Factoring Variations in Natural Images with Deep Gaussian Mixture Models.
Aäron van den Oord, Benjamin Schrauwen: Factoring Variations in Natural Images with Deep Gaussian Mixture Models. NIPS 2014: 3518-3526
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Transfer Learning by Supervised Pre-training for Audio-based Music...
Aäron van den Oord, Sander Dieleman, Benjamin Schrauwen: Transfer Learning by Supervised Pre-training for Audio-based Music Classification. ISMIR 2014: 29-34
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The student-t mixture as a natural image patch prior with application to...
Aäron van den Oord, Benjamin Schrauwen: The student-t mixture as a natural image patch prior with application to image compression. J. Mach. Learn. Res. 15(1): 2061-2086 (2014)
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Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture...
Lionel Pigou, Aäron van den Oord, Sander Dieleman, Mieke Van Herreweghe, Joni Dambre: Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video. CoRR abs/1506.01911...
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Neural Machine Translation in Linear Time.
Nal Kalchbrenner, Lasse Espeholt, Karen Simonyan, Aäron van den Oord, Alex Graves, Koray Kavukcuoglu: Neural Machine Translation in Linear Time. CoRR abs/1610.10099 (2016)
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Video Pixel Networks.
Nal Kalchbrenner, Aäron van den Oord, Karen Simonyan, Ivo Danihelka, Oriol Vinyals, Alex Graves, Koray Kavukcuoglu: Video Pixel Networks. CoRR abs/1610.00527 (2016)
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WaveNet: A Generative Model for Raw Audio.
Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu: WaveNet: A Generative Model for Raw Audio. CoRR...
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Conditional Image Generation with PixelCNN Decoders.
Aäron van den Oord, Nal Kalchbrenner, Oriol Vinyals, Lasse Espeholt, Alex Graves, Koray Kavukcuoglu: Conditional Image Generation with PixelCNN Decoders. CoRR abs/1606.05328 (2016)
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Pixel Recurrent Neural Networks.
Aäron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu: Pixel Recurrent Neural Networks. CoRR abs/1601.06759 (2016)
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A note on the evaluation of generative models.
Lucas Theis, Aäron van den Oord, Matthias Bethge: A note on the evaluation of generative models. ICLR 2016
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WaveNet: A Generative Model for Raw Audio.
Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, Koray Kavukcuoglu: WaveNet: A Generative Model for Raw Audio. SSW 2016: 125
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Conditional Image Generation with PixelCNN Decoders.
Aäron van den Oord, Nal Kalchbrenner, Lasse Espeholt, Koray Kavukcuoglu, Oriol Vinyals, Alex Graves: Conditional Image Generation with PixelCNN Decoders. NIPS 2016: 4790-4798
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Pixel Recurrent Neural Networks.
Aäron van den Oord, Nal Kalchbrenner, Koray Kavukcuoglu: Pixel Recurrent Neural Networks. ICML 2016: 1747-1756
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Parallel WaveNet: Fast High-Fidelity Speech Synthesis.
Aäron van den Oord, Yazhe Li, Igor Babuschkin, Karen Simonyan, Oriol Vinyals, Koray Kavukcuoglu, George van den Driessche, Edward Lockhart, Luis C. Cobo, Florian Stimberg, Norman Casagrande, Dominik...
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Neural Discrete Representation Learning.
Aäron van den Oord, Oriol Vinyals, Koray Kavukcuoglu: Neural Discrete Representation Learning. CoRR abs/1711.00937 (2017)
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Few-shot Autoregressive Density Estimation: Towards Learning to Learn...
Scott E. Reed, Yutian Chen, Thomas Paine, Aäron van den Oord, S. M. Ali Eslami, Danilo Jimenez Rezende, Oriol Vinyals, Nando de Freitas: Few-shot Autoregressive Density Estimation: Towards Learning to...
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Parallel Multiscale Autoregressive Density Estimation.
Scott E. Reed, Aäron van den Oord, Nal Kalchbrenner, Sergio Gomez Colmenarejo, Ziyu Wang, Dan Belov, Nando de Freitas: Parallel Multiscale Autoregressive Density Estimation. CoRR abs/1703.03664 (2017)
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Count-Based Exploration with Neural Density Models.
Georg Ostrovski, Marc G. Bellemare, Aäron van den Oord, Rémi Munos: Count-Based Exploration with Neural Density Models. CoRR abs/1703.01310 (2017)
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