BU
Benigno Uria
cs.LGstat.MLcs.CVq-bio.NCcs.AIcs.CLcs.NEMachine LearningNeural Networks, Computerneuroscience
On Valency
published · living versionsW_45caf8hg·v1 · currentpublished
Model-Free Episodic Control
with Charles Blundell, Alexander Pritzel, Yazhe Li, Avraham Ruderman +4
1 version
Preprints & journals
13 papers in the corpus · 2013–2024Imagen 32408.07009v3 · Imagen-Team-Google: Jason Baldridge, Jakob Bauer, Mukul Bhutani et al.2024 · 4 citationsarXiv
Gemini: A Family of Highly Capable Multimodal Models2312.11805v5 · Gemini Team Google: Rohan Anil, Sebastian Borgeaud, Jean-Baptiste Alayrac et al.2023 · 988 citationsarXiv
A model of egocentric to allocentric understanding in mammalian brains10.1101/2020.11.11.378141v2 · Uria, B., Ibarz, B., Banino, A. et al.2020 · 48 citationsbioRxiv
Vector-based navigation using grid-like representations in artificial agents.29743670 · Banino, Andrea, Barry, Caswell, Uria, Benigno et al.2018 · 683 citationsNature. 2018;557(7705):429-433
Memory-based Parameter Adaptation1802.10542v1 · Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae et al.2018 · 54 citationsarXiv
Comparison of Maximum Likelihood and GAN-based training of Real NVPs1705.05263v1 · Ivo Danihelka, Balaji Lakshminarayanan, Benigno Uria et al.2017 · 39 citationsarXiv
Neural Episodic Control1703.01988v1 · Alexander Pritzel, Benigno Uria, Sriram Srinivasan et al.2017 · 213 citationsarXiv
Early Visual Concept Learning with Unsupervised Deep Learning1606.05579v3 · Irina Higgins, Loic Matthey, Xavier Glorot et al.2016 · 120 citationsarXiv
Model-Free Episodic Control1606.04460v1 · Charles Blundell, Benigno Uria, Alexander Pritzel et al.2016 · 162 citationsarXivon Valency
Neural Autoregressive Distribution Estimation1605.02226v3 · Benigno Uria, Marc-Alexandre Cot'e, Karol Gregor et al.2016 · 218 citationsarXiv
Associative Long Short-Term Memory1602.03032v2 · Ivo Danihelka, Greg Wayne, Benigno Uria et al.2016 · 153 citationsarXiv
A Deep and Tractable Density Estimator1310.1757v2 · Benigno Uria, Iain Murray, Hugo Larochelle2013 · 100 citationsarXiv
RNADE: The real-valued neural autoregressive density-estimator1306.0186v2 · Benigno Uria, Iain Murray, Hugo Larochelle2013 · 140 citationsAdvances in Neural Information Processing Systems 26:2175-2183, 2013
Career total: 20 works. 13 are in this corpus.
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