papers
Publications (9)
stat.ML2014
A Deep and Tractable Density Estimator
Benigno Uria, Iain Murray, Hugo Larochelle
stat.ML2018
Memory-based Parameter Adaptation
Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae +7
cs.LG2016
Neural Autoregressive Distribution Estimation
Benigno Uria, Marc-Alexandre Côté, Karol Gregor +2
cs.LG2017
Comparison of Maximum Likelihood and GAN-based training of Real NVPs
Ivo Danihelka, Balaji Lakshminarayanan, Benigno Uria +2
stat.ML2016
Model-Free Episodic Control
Charles Blundell, Benigno Uria, Alexander Pritzel +6
stat.ML2016
Early Visual Concept Learning with Unsupervised Deep Learning
Irina Higgins, Loic Matthey, Xavier Glorot +5
cs.NE2016
Associative Long Short-Term Memory
Ivo Danihelka, Greg Wayne, Benigno Uria +2
cs.LG2017
Neural Episodic Control
Alexander Pritzel, Benigno Uria, Sriram Srinivasan +5
stat.ML2014
RNADE: The real-valued neural autoregressive density-estimator
Benigno Uria, Iain Murray, Hugo Larochelle