Benigno Uría

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

Andrea Banino, Caswell Barry, Benigno Uría et al. · Nature · 2018 · 712 citations

Artificial Intelligence, Path Planning, Automatic Navigation +8

Model-Free Episodic Control

Charles Blundell, Benigno Uría, Alexander Pritzel et al. · arXiv (Cornell University) · 2016 · 172 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Early Visual Concept Learning with Unsupervised Deep Learning

Irina Higgins, Xavier Glorot, Arka Pal et al. · arXiv (Cornell University) · 2016 · 127 citations · Full text

Engineering, Machine Learning, Autoencoders +17

Associative Long Short-Term Memory

Ivo Danihelka, Greg Wayne, Benigno Uría et al. · arXiv (Cornell University) · 2016 · 108 citations · Full text

Engineering, Machine Learning, Neurolinguistics +18

RNADE: The real-valued neural autoregressive density-estimator

Benigno Uría, Iain Murray, Hugo Larochelle · arXiv (Cornell University) · 2013 · 107 citations · Full text

Engineering, Machine Learning, Autoencoders +18