Benigno Uria

Publication Activity (10 Years)

Years Active: 2012-2018
Publications (10 Years): 12

Top Venues

CoRR

ICML

INTERSPEECH

ICASSP

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

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
Vector-based navigation using grid-like representations in artificial agents. Nat. 557 (7705) (2018)
Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae, Alexander Pritzel, Adrià Puigdomènech Badia, Benigno Uria, Oriol Vinyals, Demis Hassabis, Razvan Pascanu, Charles Blundell
Memory-based Parameter Adaptation. ICLR (Poster) (2018)
Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae, Alexander Pritzel, Adrià Puigdomènech Badia, Benigno Uria, Oriol Vinyals, Demis Hassabis, Razvan Pascanu, Charles Blundell
Memory-based Parameter Adaptation. CoRR (2018)
Alexander Pritzel, Benigno Uria, Sriram Srinivasan, Adrià Puigdomènech Badia, Oriol Vinyals, Demis Hassabis, Daan Wierstra, Charles Blundell
Neural Episodic Control. CoRR (2017)
Ivo Danihelka, Balaji Lakshminarayanan, Benigno Uria, Daan Wierstra, Peter Dayan
Comparison of Maximum Likelihood and GAN-based training of Real NVPs. CoRR (2017)
Alexander Pritzel, Benigno Uria, Sriram Srinivasan, Adrià Puigdomènech Badia, Oriol Vinyals, Demis Hassabis, Daan Wierstra, Charles Blundell
Neural Episodic Control. ICML (2017)
Benigno Uria, Marc-Alexandre Côté, Karol Gregor, Iain Murray, Hugo Larochelle
Neural Autoregressive Distribution Estimation. J. Mach. Learn. Res. 17 (2016)
Charles Blundell, Benigno Uria, Alexander Pritzel, Yazhe Li, Avraham Ruderman, Joel Z. Leibo, Jack W. Rae, Daan Wierstra, Demis Hassabis
Model-Free Episodic Control. CoRR (2016)
Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves
Associative Long Short-Term Memory. ICML (2016)
Irina Higgins, Loïc Matthey, Xavier Glorot, Arka Pal, Benigno Uria, Charles Blundell, Shakir Mohamed, Alexander Lerchner
Early Visual Concept Learning with Unsupervised Deep Learning. CoRR (2016)
Benigno Uria, Marc-Alexandre Côté, Karol Gregor, Iain Murray, Hugo Larochelle
Neural Autoregressive Distribution Estimation. CoRR (2016)
Ivo Danihelka, Greg Wayne, Benigno Uria, Nal Kalchbrenner, Alex Graves
Associative Long Short-Term Memory. CoRR (2016)
Benigno Uria, Iain Murray, Steve Renals, Cassia Valentini-Botinhao, John Bridle
Modelling acoustic feature dependencies with artificial neural networks: Trajectory-RNADE. ICASSP (2015)
Benigno Uria, Iain Murray, Hugo Larochelle
A Deep and Tractable Density Estimator. ICML (2014)
Benigno Uria, Iain Murray, Hugo Larochelle
RNADE: The real-valued neural autoregressive density-estimator. NIPS (2013)
Benigno Uria, Iain Murray, Hugo Larochelle
A Deep and Tractable Density Estimator. CoRR (2013)
Korin Richmond, Zhen-Hua Ling, Junichi Yamagishi, Benigno Uria
On the evaluation of inversion mapping performance in the acoustic domain. INTERSPEECH (2013)
Benigno Uria, Iain Murray, Hugo Larochelle
NADE: The real-valued neural autoregressive density-estimator. CoRR (2013)
Benigno Uria, Iain Murray, Steve Renals, Korin Richmond
Deep Architectures for Articulatory Inversion. INTERSPEECH (2012)

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Publication Activity (10 Years)

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Benigno Uria