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Fabio Viola
Fabio Viola
DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
The kinetics human action video dataset
W Kay, J Carreira, K Simonyan, B Zhang, C Hillier, S Vijayanarasimhan, ...
arXiv preprint arXiv:1705.06950, 2017
21362017
Learning to navigate in complex environments
P Mirowski, R Pascanu, F Viola, H Soyer, AJ Ballard, A Banino, M Denil, ...
arXiv preprint arXiv:1611.03673, 2016
7082016
Neural scene representation and rendering
SMA Eslami, D Jimenez Rezende, F Besse, F Viola, AS Morcos, ...
Science 360 (6394), 1204-1210, 2018
4522018
Vector-based navigation using grid-like representations in artificial agents
A Banino, C Barry, B Uria, C Blundell, T Lillicrap, P Mirowski, A Pritzel, ...
Nature 557 (7705), 429-433, 2018
4312018
Neural processes
M Garnelo, J Schwarz, D Rosenbaum, F Viola, DJ Rezende, SM Eslami, ...
arXiv preprint arXiv:1807.01622, 2018
2882018
Taming vaes
DJ Rezende, F Viola
arXiv preprint arXiv:1810.00597, 2018
1242018
Learning and querying fast generative models for reinforcement learning
L Buesing, T Weber, S Racaniere, SM Eslami, D Rezende, DP Reichert, ...
arXiv preprint arXiv:1802.03006, 2018
832018
The kinetics human action video dataset. arXiv 2017
W Kay, J Carreira, K Simonyan, B Zhang, C Hillier, S Vijayanarasimhan, ...
arXiv preprint arXiv:1705.06950, 2017
612017
Distortion-free image mosaicing for tunnel inspection based on robust cylindrical surface estimation through structure from motion
K Chaiyasarn, TK Kim, F Viola, R Cipolla, K Soga
Journal of Computing in Civil Engineering 30 (3), 04015045, 2016
502016
Roto++ accelerating professional rotoscoping using shape manifolds
W Li, F Viola, J Starck, GJ Brostow, NDF Campbell
ACM Transactions on Graphics (TOG) 35 (4), 1-15, 2016
442016
Consistent generative query networks
A Kumar, SM Eslami, DJ Rezende, M Garnelo, F Viola, E Lockhart, ...
arXiv preprint arXiv:1807.02033, 2018
312018
On the role of planning in model-based deep reinforcement learning
JB Hamrick, AL Friesen, F Behbahani, A Guez, F Viola, S Witherspoon, ...
arXiv preprint arXiv:2011.04021, 2020
272020
Image mosaicing via quadric surface estimation with priors for tunnel inspection
K Chaiyasarn, TK Kim, F Viola, R Cipolla, K Soga
2009 16th IEEE International Conference on Image Processing (ICIP), 537-540, 2009
262009
Generative temporal models with spatial memory for partially observed environments
M Fraccaro, D Rezende, Y Zwols, A Pritzel, SMA Eslami, F Viola
International Conference on Machine Learning, 1549-1558, 2018
252018
A unifying resolution-independent formulation for early vision
F Viola, A Fitzgibbon, R Cipolla
2012 IEEE Conference on Computer Vision and Pattern Recognition, 494-501, 2012
252012
Learning models for visual 3d localization with implicit mapping
D Rosenbaum, F Besse, F Viola, DJ Rezende, SM Eslami
arXiv preprint arXiv:1807.03149, 2018
242018
Muesli: Combining improvements in policy optimization
M Hessel, I Danihelka, F Viola, A Guez, S Schmitt, L Sifre, T Weber, ...
International Conference on Machine Learning, 4214-4226, 2021
202021
Optax: Composable gradient transformation and optimisation
M Hessel, D Budden, F Viola, M Rosca, E Sezener, T Hennigan
JAX, 2020
202020
TF-Replicator: Distributed machine learning for researchers
P Buchlovsky, D Budden, D Grewe, C Jones, J Aslanides, F Besse, ...
arXiv preprint arXiv:1902.00465, 2019
202019
Counterfactual credit assignment in model-free reinforcement learning
T Mesnard, T Weber, F Viola, S Thakoor, A Saade, A Harutyunyan, ...
arXiv preprint arXiv:2011.09464, 2020
172020
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Articles 1–20