Aäron van den Oord

According to our database1, Aäron van den Oord authored at least 22 papers between 2012 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2019
On Variational Bounds of Mutual Information.
Proceedings of the 36th International Conference on Machine Learning, 2019

Low Bit-rate Speech Coding with VQ-VAE and a WaveNet Decoder.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video.
International Journal of Computer Vision, 2018

The challenge of realistic music generation: modelling raw audio at scale.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Adversarial Risk and the Dangers of Evaluating Against Weak Attacks.
Proceedings of the 35th International Conference on Machine Learning, 2018


Efficient Neural Audio Synthesis.
Proceedings of the 35th International Conference on Machine Learning, 2018

Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions.
Proceedings of the 6th International Conference on Learning Representations, 2018

Temporal Modeling Using Dilated Convolution and Gating for Voice-Activity-Detection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Neural Discrete Representation Learning.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Parallel Multiscale Autoregressive Density Estimation.
Proceedings of the 34th International Conference on Machine Learning, 2017

Count-Based Exploration with Neural Density Models.
Proceedings of the 34th International Conference on Machine Learning, 2017

Video Pixel Networks.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
A note on the evaluation of generative models.
Proceedings of the 4th International Conference on Learning Representations, 2016

WaveNet: A Generative Model for Raw Audio.
Proceedings of the 9th ISCA Speech Synthesis Workshop, 2016

Conditional Image Generation with PixelCNN Decoders.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Pixel Recurrent Neural Networks.
Proceedings of the 33nd International Conference on Machine Learning, 2016

2014
The student-t mixture as a natural image patch prior with application to image compression.
J. Mach. Learn. Res., 2014

Factoring Variations in Natural Images with Deep Gaussian Mixture Models.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Transfer Learning by Supervised Pre-training for Audio-based Music Classification.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

2013
Deep content-based music recommendation.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012
To be or not to be cited in computer science.
Commun. ACM, 2012


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