Benigno Uria

According to our database, Benigno Uria authored at least 15 papers between 2012 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Vector-based navigation using grid-like representations in artificial agents.

Andrea Banino, Caswell Barry, Benigno Uria, Charles Blundell, Timothy P. Lillicrap, Piotr Mirowski, Alexander Pritzel, Martin J. Chadwick, Thomas Degris, Joseph Modayil, Greg Wayne, Hubert Soyer, Fabio Viola, Brian Zhang, Ross Goroshin, Neil C. Rabinowitz, Razvan Pascanu, Charlie Beattie, Stig Petersen, Amir Sadik, Stephen Gaffney, Helen King, Koray Kavukcuoglu, Demis Hassabis, Raia Hadsell, Dharshan Kumaran

Nat., 2018

Memory-based Parameter Adaptation.

Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae, Alexander Pritzel, Adrià Puigdomènech Badia, Benigno Uria, Oriol Vinyals, Demis Hassabis, Razvan Pascanu, Charles Blundell

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Comparison of Maximum Likelihood and GAN-based training of Real NVPs.

Ivo Danihelka, Balaji Lakshminarayanan, Benigno Uria, Daan Wierstra, Peter Dayan

CoRR, 2017

Neural Episodic Control.

Alexander Pritzel, Benigno Uria, Sriram Srinivasan, Adrià Puigdomènech Badia, Oriol Vinyals, Demis Hassabis, Daan Wierstra, Charles Blundell

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Connectionist multivariate density-estimation and its application to speech synthesis.

Benigno Uria

PhD thesis, 2016

Neural Autoregressive Distribution Estimation.

Benigno Uria, Marc-Alexandre Côté, Karol Gregor, Iain Murray, Hugo Larochelle

J. Mach. Learn. Res., 2016

Early Visual Concept Learning with Unsupervised Deep Learning.

Irina Higgins, Loïc Matthey, Xavier Glorot, Arka Pal, Benigno Uria, Charles Blundell, Shakir Mohamed, Alexander Lerchner

CoRR, 2016

Model-Free Episodic Control.

Charles Blundell, Benigno Uria, Alexander Pritzel, Yazhe Li, Avraham Ruderman, Joel Z. Leibo, Jack W. Rae, Daan Wierstra, Demis Hassabis

CoRR, 2016

Associative Long Short-Term Memory.

Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Modelling acoustic feature dependencies with artificial neural networks: Trajectory-RNADE.

Benigno Uria, Iain Murray, Steve Renals, Cassia Valentini-Botinhao, John Bridle

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

A Deep and Tractable Density Estimator.

Benigno Uria, Iain Murray, Hugo Larochelle

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

NADE: The real-valued neural autoregressive density-estimator.

Benigno Uria, Iain Murray, Hugo Larochelle

CoRR, 2013

RNADE: The real-valued neural autoregressive density-estimator.

Benigno Uria, Iain Murray, Hugo Larochelle

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

On the evaluation of inversion mapping performance in the acoustic domain.

Korin Richmond, Zhen-Hua Ling, Junichi Yamagishi, Benigno Uria

Proceedings of the INTERSPEECH 2013, 2013

2012

Deep Architectures for Articulatory Inversion.

Benigno Uria, Iain Murray, Steve Renals, Korin Richmond

Proceedings of the INTERSPEECH 2012, 2012