Benigno Uria

Researcher, DeepMind

Joined

December 2017

Names

Benigno Uria

Emails

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

DeepMind (google.com)

2015 – Present

PhD student

University of Edinburgh (ed.ac.uk)

2009 – 2014

Undergrad student

Universidad de Oviedo (uniovi.es)

1998 – 2004

Advisors, Relations & Conflicts

No relations added

Expertise

Computational Neuroscience

2016 – Present

Deep Neural Networks

2010 – 2020

Generative Models

2010 – 2019

Speech Recognition

2010 – 2016

Publications

Neural Episodic Control
Alexander Pritzel, Benigno Uria, Sriram Srinivasan, Adrià Puigdomènech Badia, Oriol Vinyals, Demis Hassabis, Daan Wierstra, Charles Blundell
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Comparison of Maximum Likelihood and GAN-based training of Real NVPs.
Ivo Danihelka, Balaji Lakshminarayanan, Benigno Uria, Daan Wierstra, Peter Dayan
- 2017 (modified: 09 Nov 2022)
- CoRR2017
- Readers: Everyone
Associative Long Short-Term Memory
Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves
- 2016 (modified: 11 Nov 2022)
- ICML 2016
- Readers: Everyone
Neural Autoregressive Distribution Estimation.
Benigno Uria, Marc-Alexandre Côté, Karol Gregor, Iain Murray, Hugo Larochelle
- 2016 (modified: 09 Nov 2022)
- J. Mach. Learn. Res.2016
- Readers: Everyone
Neural Autoregressive Distribution Estimation.
Benigno Uria, Marc-Alexandre Côté, Karol Gregor, Iain Murray, Hugo Larochelle
- 2016 (modified: 09 Nov 2022)
- CoRR2016
- Readers: Everyone
Connectionist multivariate density-estimation and its application to speech synthesis.
Benigno Uria
- 2016 (modified: 09 Nov 2022)
- undefined2016
- Readers: Everyone
Early Visual Concept Learning with Unsupervised Deep Learning.
Irina Higgins, Loïc Matthey, Xavier Glorot, Arka Pal, Benigno Uria, Charles Blundell, Shakir Mohamed, Alexander Lerchner
- 2016 (modified: 09 Nov 2022)
- CoRR2016
- Readers: Everyone
Modelling acoustic feature dependencies with artificial neural networks: Trajectory-RNADE.
Benigno Uria, Iain Murray, Steve Renals, Cassia Valentini-Botinhao, John Bridle
- 2015 (modified: 09 Nov 2022)
- ICASSP2015
- Readers: Everyone
A Deep and Tractable Density Estimator
Benigno Uria, Iain Murray, Hugo Larochelle
- 2014 (modified: 11 Nov 2022)
- ICML 2014
- Readers: Everyone
RNADE: The real-valued neural autoregressive density-estimator
Benigno Uria, Iain Murray, Hugo Larochelle
- 2013 (modified: 11 Nov 2022)
- NIPS 2013
- Readers: Everyone

View all 13 publications

Co-Authors

View all 29 co-authors