Diederik P. Kingma

According to our database1, Diederik P. Kingma authored at least 7 papers between 2010 and 2018.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2018
Glow: Generative Flow with Invertible 1x1 Convolutions.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Improving Variational Autoencoders with Inverse Autoregressive Flow.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Markov Chain Monte Carlo and Variational Inference: Bridging the Gap.
Proceedings of the 32nd International Conference on Machine Learning, 2015

2014
Semi-supervised Learning with Deep Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Efficient Gradient-Based Inference through Transformations between Bayes Nets and Neural Nets.
Proceedings of the 31th International Conference on Machine Learning, 2014

2010
Regularized estimation of image statistics by Score Matching.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010


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