Benigno Uría
Benigno Uría
Google DeepMind
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TitleCited byYear
Vector-based navigation using grid-like representations in artificial agents
A Banino, C Barry, B Uria, C Blundell, T Lillicrap, P Mirowski, A Pritzel, ...
Nature 557 (7705), 429, 2018
RNADE: The real-valued neural autoregressive density-estimator
B Uria, I Murray, H Larochelle
Advances in Neural Information Processing Systems, 2175-2183, 2013
Neural episodic control
A Pritzel, B Uria, S Srinivasan, AP Badia, O Vinyals, D Hassabis, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
A deep and tractable density estimator
B Uria, I Murray, H Larochelle
Proceedings of the 31th International Conference on Machine Learning, ICML …, 2013
Early visual concept learning with unsupervised deep learning
I Higgins, L Matthey, X Glorot, A Pal, B Uria, C Blundell, S Mohamed, ...
arXiv preprint arXiv:1606.05579, 2016
Model-free episodic control
C Blundell, B Uria, A Pritzel, Y Li, A Ruderman, JZ Leibo, J Rae, ...
arXiv preprint arXiv:1606.04460, 2016
Neural autoregressive distribution estimation
B Uria, MA Côté, K Gregor, I Murray, H Larochelle
Journal of Machine Learning Research 17 (205), 1-37, 2016
Associative long short-term memory
I Danihelka, G Wayne, B Uria, N Kalchbrenner, A Graves
arXiv preprint arXiv:1602.03032, 2016
A deep neural network for acoustic-articulatory speech inversion
B Uria, S Renals, K Richmond
NIPS 2011 Workshop on Deep Learning and Unsupervised Feature Learning, 1-9, 2011
Deep architectures for articulatory inversion
B Uria, I Murray, S Renals, K Richmond
Thirteenth Annual Conference of the International Speech Communication …, 2012
Comparison of maximum likelihood and gan-based training of real nvps
I Danihelka, B Lakshminarayanan, B Uria, D Wierstra, P Dayan
arXiv preprint arXiv:1705.05263, 2017
Model-free episodic control. arXiv preprint 1606.04460
C Blundell, B Uria, A Pritzel, Y Li, A Ruderman, JZ Leibo, J Rae, ...
Modelling acoustic feature dependencies with artificial neural networks: Trajectory-RNADE
B Uria, I Murray, S Renals, C Valentini, J Bridle
Proceedings of the IEEE International Conference on Acoustics, Speech, and …, 2015
Memory-based parameter adaptation
P Sprechmann, SM Jayakumar, JW Rae, A Pritzel, AP Badia, B Uria, ...
arXiv preprint arXiv:1802.10542, 2018
On the evaluation of inversion mapping performance in the acoustic domain.
K Richmond, ZH Ling, J Yamagishi, B Uria
INTERSPEECH, 1012-1016, 2013
Connectionist multivariate density-estimation and its application to speech synthesis
B Uria
The University of Edinburgh, 2015
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