Fabio Viola

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 63

Top Topics

Electric Vehicles

Semantic Information

Reinforcement Learning

Image Mosaicing

Top Venues

Publications

Machel Reid, Nikolay Savinov, Denis Teplyashin, Dmitry Lepikhin, Timothy P. Lillicrap, Jean-Baptiste Alayrac, Radu Soricut, Angeliki Lazaridou, Orhan Firat, Julian Schrittwieser, Ioannis Antonoglou, Rohan Anil, Sebastian Borgeaud, Andrew M. Dai, Katie Millican, Ethan Dyer, Mia Glaese, Thibault Sottiaux, Benjamin Lee, Fabio Viola, Malcolm Reynolds, Yuanzhong Xu, James Molloy, Jilin Chen, Michael Isard, Paul Barham, Tom Hennigan, Ross McIlroy, Melvin Johnson, Johan Schalkwyk, Eli Collins, Eliza Rutherford, Erica Moreira, Kareem Ayoub, Megha Goel, Clemens Meyer, Gregory Thornton, Zhen Yang, Henryk Michalewski, Zaheer Abbas, Nathan Schucher, Ankesh Anand, Richard Ives, James Keeling, Karel Lenc, Salem Haykal, Siamak Shakeri, Pranav Shyam, Aakanksha Chowdhery, Roman Ring, Stephen Spencer, Eren Sezener, et al.
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context. CoRR (2024)
Rohan Anil, Sebastian Borgeaud, Yonghui Wu, Jean-Baptiste Alayrac, Jiahui Yu, Radu Soricut, Johan Schalkwyk, Andrew M. Dai, Anja Hauth, Katie Millican, David Silver, Slav Petrov, Melvin Johnson, Ioannis Antonoglou, Julian Schrittwieser, Amelia Glaese, Jilin Chen, Emily Pitler, Timothy P. Lillicrap, Angeliki Lazaridou, Orhan Firat, James Molloy, Michael Isard, Paul Ronald Barham, Tom Hennigan, Benjamin Lee, Fabio Viola, Malcolm Reynolds, Yuanzhong Xu, Ryan Doherty, Eli Collins, Clemens Meyer, Eliza Rutherford, Erica Moreira, Kareem Ayoub, Megha Goel, George Tucker, Enrique Piqueras, Maxim Krikun, Iain Barr, Nikolay Savinov, Ivo Danihelka, Becca Roelofs, Anaïs White, Anders Andreassen, Tamara von Glehn, Lakshman Yagati, Mehran Kazemi, Lucas Gonzalez, Misha Khalman, Jakub Sygnowski, et al.
Gemini: A Family of Highly Capable Multimodal Models. CoRR (2023)
Giuseppe Schettino, Antonino Oscar Di Tommaso, Rosario Miceli, Claudio Nevoloso, Gioacchino Scaglione, Fabio Viola
Dead-Time Impact on the Harmonic Distortion and Conversion Efficiency in a Three-Phase Five-Level Cascaded H-Bridge Inverter: Mathematical Formulation and Experimental Analysis. IEEE Access 11 (2023)
Miguel Ceriani, Fabio Viola, Sasa Rudan, Francesco Antoniazzi, Mathieu Barthet, György Fazekas
Semantic integration of audio content providers through the Audio Commons Ontology. J. Web Semant. 77 (2023)
Thomas Mesnard, Theophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Thomas S. Stepleton, Nicolas Heess, Arthur Guez, Eric Moulines, Marcus Hutter, Lars Buesing, Rémi Munos
Counterfactual Credit Assignment in Model-Free Reinforcement Learning. ICML (2021)
Matteo Hessel, Manuel Kroiss, Aidan Clark, Iurii Kemaev, John Quan, Thomas Keck, Fabio Viola, Hado van Hasselt
Podracer architectures for scalable Reinforcement Learning. CoRR (2021)
Matteo Hessel, Ivo Danihelka, Fabio Viola, Arthur Guez, Simon Schmitt, Laurent Sifre, Theophane Weber, David Silver, Hado van Hasselt
Muesli: Combining Improvements in Policy Optimization. ICML (2021)
Jessica B. Hamrick, Abram L. Friesen, Feryal Behbahani, Arthur Guez, Fabio Viola, Sims Witherspoon, Thomas Anthony, Lars Holger Buesing, Petar Velickovic, Theophane Weber
On the role of planning in model-based deep reinforcement learning. ICLR (2021)
Guido Ala, Rosario Miceli, Pietro Romano, Giuseppe Schettino, Fabio Viola
On Psychological Aspects about Electric Vehicles, Part 1. EVER (2021)
Matteo Hessel, Ivo Danihelka, Fabio Viola, Arthur Guez, Simon Schmitt, Laurent Sifre, Theophane Weber, David Silver, Hado van Hasselt
Muesli: Combining Improvements in Policy Optimization. CoRR (2021)
Guido Ala, Rosario Miceli, Pietro Romano, Giuseppe Schettino, Fabio Viola
Electric Vehicles and Psychology, Part 2. EVER (2021)
Arthur Guez, Fabio Viola, Théophane Weber, Lars Buesing, Steven Kapturowski, Doina Precup, David Silver, Nicolas Heess
Value-driven Hindsight Modelling. CoRR (2020)
Danilo J. Rezende, Ivo Danihelka, George Papamakarios, Nan Rosemary Ke, Ray Jiang, Theophane Weber, Karol Gregor, Hamza Merzic, Fabio Viola, Jane Wang, Jovana Mitrovic, Frederic Besse, Ioannis Antonoglou, Lars Buesing
Causally Correct Partial Models for Reinforcement Learning. CoRR (2020)
Fabio Viola
Energy Harvester Sensing. Sensors 20 (7) (2020)
Luca Turchet, Francesco Antoniazzi, Fabio Viola, Fausto Giunchiglia, György Fazekas
The Internet of Musical Things Ontology. J. Web Semant. 60 (2020)
Karen Ullrich, Fabio Viola, Danilo Jimenez Rezende
Neural Communication Systems with Bandwidth-limited Channel. CoRR (2020)
Arthur Guez, Fabio Viola, Theophane Weber, Lars Buesing, Steven Kapturowski, Doina Precup, David Silver, Nicolas Heess
Value-driven Hindsight Modelling. NeurIPS (2020)
Leticia Decker, Daniel F. Leite, Fabio Viola, Daniele Bonacorsi
Comparison of Evolving Granular Classifiers applied to Anomaly Detection for Predictive Maintenance in Computing Centers. EAIS (2020)
Leticia Decker, Daniel F. Leite, Fabio Viola, Daniele Bonacorsi
Comparison of Evolving Granular Classifiers applied to Anomaly Detection for Predictive Maintenance in Computing Centers. CoRR (2020)
Vincenzo Castiglia, Nicola Campagna, Antonino Oscar Di Tommaso, Rosario Miceli, Filippo Pellitteri, C. Puccio, Fabio Viola
Modelling, Simulation and Characterization of a Supercapacitor in Automotive Applications. EVER (2020)
Giuseppe Schettino, Ilhami Colak, Antonino Oscar Di Tommaso, Rosario Miceli, Fabio Viola
Innovative Computational Approach to Harmonic Mitigation for Seven-level Cascaded H-Bridge Inverters. EVER (2020)
Thomas Mesnard, Théophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Tom Stepleton, Nicolas Heess, Arthur Guez, Marcus Hutter, Lars Buesing, Rémi Munos
Counterfactual Credit Assignment in Model-Free Reinforcement Learning. CoRR (2020)
Jessica B. Hamrick, Abram L. Friesen, Feryal Behbahani, Arthur Guez, Fabio Viola, Sims Witherspoon, Thomas Anthony, Lars Buesing, Petar Velickovic, Théophane Weber
On the role of planning in model-based deep reinforcement learning. CoRR (2020)
Guido Ala, A. G. Giglia, Antonino Imburgia, Rosario Miceli, G. Rizzo, Pietro Romano, Fabio Viola, S. Quondam Antonio, Hari Prasad Rimal
Design of Soft Ferrite filters for EMI reduction in Power Conversion Systems. RTSI (2019)
Vincenzo Castiglia, Rosario Miceli, Guido Ala, Pietro Romano, Fabio Viola, Graziella Giglia, Antonino Imburgia, Giuseppe Schettino
Modelling, simulation and characterization of Li-Ion battery cell. RTSI (2019)
Fabio Viola, Francesco Antoniazzi, Cristiano Aguzzi, Carlos Kamienski, Luca Roffia
Mapping the NGSI-LD Context Model on Top of a SPARQL Event Processing Architecture: Implementation Guidelines. FRUCT (2019)
Francesco Antoniazzi, Fabio Viola
Building the Semantic Web of Things Through a Dynamic Ontology. IEEE Internet Things J. 6 (6) (2019)
Peter Buchlovsky, David Budden, Dominik Grewe, Chris Jones, John Aslanides, Frederic Besse, Andy Brock, Aidan Clark, Sergio Gomez Colmenarejo, Aedan Pope, Fabio Viola, Dan Belov
TF-Replicator: Distributed Machine Learning for Researchers. CoRR (2019)
Fabio Viola, Dario Zaninelli, Guido Ala, Giuseppe Schettino, Vincenzo Castiglia, Rosario Miceli
Forecasting the Diffusion of Hydrogen EV Refuelling Infrastructures in Italy. EVER (2019)
Graziella Giglia, Guido Ala, Vincenzo Castiglia, Antonino Imburgia, Rosario Miceli, G. Rizzo, Pietro Romano, Giuseppe Schettino, Fabio Viola
Electromagnetic Full-Wave Simulation of Partial Discharge Detection in High Voltage AC Cables. RTSI (2019)
Danilo Jimenez Rezende, Fabio Viola
Taming VAEs. CoRR (2018)
Marco Fraccaro, Danilo Jimenez Rezende, Yori Zwols, Alexander Pritzel, S. M. Ali Eslami, Fabio Viola
Generative Temporal Models with Spatial Memory for Partially Observed Environments. ICML (2018)
Antonino Oscar Di Tommaso, Patrizia Livreri, Rosario Miceli, Giuseppe Schettino, Fabio Viola
A novel method for harmonic mitigation for single-phase five-level cascaded H-Bridge inverter. EVER (2018)
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)
G. Acciari, Massimo Caruso, M. Fricano, Antonino Imburgia, Rosario Miceli, Pietro Romano, Giuseppe Schettino, Fabio Viola
Experimental investigation on different rainfall energy harvesting structures. EVER (2018)
Marco Fraccaro, Danilo Jimenez Rezende, Yori Zwols, Alexander Pritzel, S. M. Ali Eslami, Fabio Viola
Generative Temporal Models with Spatial Memory for Partially Observed Environments. CoRR (2018)
Rosario Miceli, Giuseppe Schettino, Fabio Viola, Frede Blaabjerg, Yongheng Yang
Modified Modulation Techniques for Quasi-Z-Source Cascaded H-Bridge Inverters. IECON (2018)
Francesco Antoniazzi, Fabio Viola
RDF Graph Visualization Tools: a Survey. FRUCT (2018)
Lars Buesing, Theophane Weber, Sébastien Racanière, S. M. Ali Eslami, Danilo Jimenez Rezende, David P. Reichert, Fabio Viola, Frederic Besse, Karol Gregor, Demis Hassabis, Daan Wierstra
Learning and Querying Fast Generative Models for Reinforcement Learning. CoRR (2018)
Luca Turchet, Fabio Viola, György Fazekas, Mathieu Barthet
Towards a Semantic Architecture for the Internet of Musical Things. FRUCT (2018)
Dan Rosenbaum, Frederic Besse, Fabio Viola, Danilo J. Rezende, S. M. Ali Eslami
Learning models for visual 3D localization with implicit mapping. CoRR (2018)
Fabio Viola, Luca Turchet, Francesco Antoniazzi, György Fazekas
C Minor: a Semantic Publish/Subscribe Broker for the Internet of Musical Things. FRUCT (2018)
Fabio Viola, Luca Roffia, Francesco Antoniazzi, Alfredo D'Elia, Cristiano Aguzzi, Tullio Salmon Cinotti
Interactive 3D Exploration of RDF Graphs through Semantic Planes. Future Internet 10 (8) (2018)
Luca Roffia, Paolo Azzoni, Cristiano Aguzzi, Fabio Viola, Francesco Antoniazzi, Tullio Salmon Cinotti
Dynamic Linked Data: A SPARQL Event Processing Architecture. Future Internet 10 (4) (2018)
Marta Garnelo, Jonathan Schwarz, Dan Rosenbaum, Fabio Viola, Danilo J. Rezende, S. M. Ali Eslami, Yee Whye Teh
Neural Processes. CoRR (2018)
Ananya Kumar, S. M. Ali Eslami, Danilo J. Rezende, Marta Garnelo, Fabio Viola, Edward Lockhart, Murray Shanahan
Consistent Generative Query Networks. CoRR (2018)
Tiago Ramalho, Tomás Kociský, Frederic Besse, S. M. Ali Eslami, Gábor Melis, Fabio Viola, Phil Blunsom, Karl Moritz Hermann
Encoding Spatial Relations from Natural Language. CoRR (2018)
Fabio Viola, Ariane Stolfi, Alessia Milo, Miguel Ceriani, Mathieu Barthet, György Fazekas
Playsound.space: enhancing a live music performance tool with semantic recommendations. SAAM@ISWC (2018)
Alfredo D'Elia, Fabio Viola, Luca Roffia, Paolo Azzoni, Tullio Salmon Cinotti
Enabling Interoperability in the Internet of Things: A OSGi Semantic Information Broker Implementation. Int. J. Semantic Web Inf. Syst. 13 (1) (2017)
Fabio Viola, Francesco Antoniazzi, Alfredo D'Elia, Giacomo Corsi, Luca Roffia, Tullio Salmon Cinotti
Development of collaborative editing applications through semantic publish-subscribe platforms. FRUCT (2017)
Piotr Mirowski, Razvan Pascanu, Fabio Viola, Hubert Soyer, Andy Ballard, Andrea Banino, Misha Denil, Ross Goroshin, Laurent Sifre, Koray Kavukcuoglu, Dharshan Kumaran, Raia Hadsell
Learning to Navigate in Complex Environments. ICLR (Poster) (2017)
Alfredo D'Elia, Cristiano Aguzzi, Fabio Viola, Francesco Antoniazzi, Tullio Salmon Cinotti
Implementation and evaluation of the last will primitive in a semantic information broker for IoT applications. RTSI (2017)
Will Kay, João Carreira, Karen Simonyan, Brian Zhang, Chloe Hillier, Sudheendra Vijayanarasimhan, Fabio Viola, Tim Green, Trevor Back, Paul Natsev, Mustafa Suleyman, Andrew Zisserman
The Kinetics Human Action Video Dataset. CoRR (2017)
Piotr Mirowski, Razvan Pascanu, Fabio Viola, Hubert Soyer, Andrew J. Ballard, Andrea Banino, Misha Denil, Ross Goroshin, Laurent Sifre, Koray Kavukcuoglu, Dharshan Kumaran, Raia Hadsell
Learning to Navigate in Complex Environments. CoRR (2016)
Fabio Viola, Alfredo D'Elia, Dmitry G. Korzun, Ivan V. Galov, Alexey M. Kashevnik, Sergey I. Balandin
The M3 architecture for smart spaces: Overview of semantic information broker implementations. FRUCT (2016)
Fabio Viola, Alfredo D'Elia, Luca Roffia, Tullio Salmon Cinotti
A modular lightweight implementation of the Smart-M3 semantic information broker. FRUCT (2016)
Alfredo D'Elia, Luca Perilli, Fabio Viola, Luca Roffia, Francesco Antoniazzi, Roberto Canegallo, Tullio Salmon Cinotti
A self-powered WSAN for energy efficient heat distribution. SAS (2016)
Giuseppe Schettino, Concettina Buccella, Massimo Caruso, Carlo Cecati, Vincenzo Castiglia, Rosario Miceli, Fabio Viola
Overview and experimental analysis of MC SPWM techniques for single-phase five level cascaded H-bridge FPGA controller-based. IECON (2016)
Luca Roffia, Francesco Morandi, Jussi Kiljander, Alfredo D'Elia, Fabio Vergari, Fabio Viola, Luciano Bononi, Tullio Salmon Cinotti
A Semantic Publish-Subscribe Architecture for the Internet of Things. IEEE Internet Things J. 3 (6) (2016)
Wenbin Li, Fabio Viola, Jonathan Starck, Gabriel J. Brostow, Neill D. F. Campbell
Roto++: accelerating professional rotoscoping using shape manifolds. ACM Trans. Graph. 35 (4) (2016)
Krisada Chaiyasarn, Tae-Kyun Kim, Fabio Viola, Roberto Cipolla, Kenichi Soga
Distortion-Free Image Mosaicing for Tunnel Inspection Based on Robust Cylindrical Surface Estimation through Structure from Motion. J. Comput. Civ. Eng. 30 (3) (2016)
Krisada Chaiyasarn, Tae-Kyun Kim, Fabio Viola, Roberto Cipolla, Kenichi Soga
Errata for "Distortion-Free Image Mosaicing for Tunnel Inspection Based on Robust Cylindrical Surface Estimation through Structure from Motion" by Krisada Chaiyasarn, Tae-Kyun Kim, Fabio Viola, Roberto Cipolla, and Kenichi Soga. J. Comput. Civ. Eng. 30 (4) (2016)
Alfredo D'Elia, Fabio Viola, Federico Montori, Paolo Azzoni, Matteo Maiero
Electro Mobility automation through the Arrowhead Framework. IECON (2016)
Michela Longo, Dario Zaninelli, Fabio Viola, Pietro Romano, Rosario Miceli
How is the spread of the Electric Vehicles? RTSI (2015)
Alfredo D'Elia, Fabio Viola, Federico Montori, Marco Di Felice, Luca Bedogni, Luciano Bononi, Alberto Borghetti, Paolo Azzoni, Paolo Bellavista, Daniele Tarchi, Randolf Mock, Tullio Salmon Cinotti
Impact of Interdisciplinary Research on Planning, Running, and Managing Electromobility as a Smart Grid Extension. IEEE Access 3 (2015)
Alfredo D'Elia, Fabio Viola, Luca Roffia, Tullio Salmon Cinotti
A Multi-Broker Platform for the Internet of Things. NEW2AN (2015)
Fabio Viola, Andrew W. Fitzgibbon, Roberto Cipolla
A unifying resolution-independent formulation for early vision. CVPR (2012)
Krisada Chaiyasarn, Tae-Kyun Kim, Fabio Viola, Roberto Cipolla, Kenichi Soga
Image mosaicing via quadric surface estimation with priors for tunnel inspection. ICIP (2009)
Elisa Francomano, A. Tortorici, E. Toscano, Guido Ala, Fabio Viola
On the use of a meshless solver for PDEs governing electromagnetic transients. Appl. Math. Comput. 209 (1) (2009)
Guido Ala, Maria Carmela di Piazza, Giovanni Tinè, Fabio Viola, Gianpaolo Vitale
Evaluation of Radiated EMI in 42-V Vehicle Electrical Systems by FDTD Simulation. IEEE Trans. Veh. Technol. 56 (4) (2007)