Karol Gregor

According to our database1, Karol Gregor authored at least 16 papers between 2010 and 2019.

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Bibliography

2019
An Investigation of Model-Free Planning.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Learning Attractor Dynamics for Generative Memory.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017
Variational Intrinsic Control.
Proceedings of the 5th International Conference on Learning Representations, 2017

2016
Neural Autoregressive Distribution Estimation.
J. Mach. Learn. Res., 2016

Towards Conceptual Compression.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

One-Shot Generalization in Deep Generative Models.
Proceedings of the 33nd International Conference on Machine Learning, 2016

2015
Universal Value Function Approximators.
Proceedings of the 32nd International Conference on Machine Learning, 2015

DRAW: A Recurrent Neural Network For Image Generation.
Proceedings of the 32nd International Conference on Machine Learning, 2015

MADE: Masked Autoencoder for Distribution Estimation.
Proceedings of the 32nd International Conference on Machine Learning, 2015

2014
Neural Variational Inference and Learning in Belief Networks.
Proceedings of the 31th International Conference on Machine Learning, 2014

Deep AutoRegressive Networks.
Proceedings of the 31th International Conference on Machine Learning, 2014

2012
A lattice filter model of the visual pathway.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Fast Approximations to Structured Sparse Coding and Applications to Object Classification.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Structured sparse coding via lateral inhibition.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010
Learning Convolutional Feature Hierarchies for Visual Recognition.
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

Learning Fast Approximations of Sparse Coding.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


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