Fabio Viola
Fabio Viola
DeepMind
Verified email at google.com
TitleCited byYear
The kinetics human action video dataset
W Kay, J Carreira, K Simonyan, B Zhang, C Hillier, S Vijayanarasimhan, ...
arXiv preprint arXiv:1705.06950, 2017
4952017
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
3242016
Neural scene representation and rendering
SMA Eslami, DJ Rezende, F Besse, F Viola, AS Morcos, M Garnelo, ...
Science 360 (6394), 1204-1210, 2018
1452018
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, 2018
1452018
Neural processes
M Garnelo, J Schwarz, D Rosenbaum, F Viola, DJ Rezende, SM Eslami, ...
arXiv preprint arXiv:1807.01622, 2018
692018
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
382018
Roto++: Accelerating professional rotoscoping using shape manifolds
W Li, F Viola, J Starck, GJ Brostow, NDF Campbell
ACM Transactions on Graphics (TOG) 35 (4), 62, 2016
262016
Taming vaes
DJ Rezende, F Viola
arXiv preprint arXiv:1810.00597, 2018
252018
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, 2015
212015
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
202009
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
172012
Consistent generative query networks
A Kumar, SM Eslami, DJ Rezende, M Garnelo, F Viola, E Lockhart, ...
arXiv preprint arXiv:1807.02033, 2018
102018
Generative temporal models with spatial memory for partially observed environments
M Fraccaro, DJ Rezende, Y Zwols, A Pritzel, SM Eslami, F Viola
arXiv preprint arXiv:1804.09401, 2018
102018
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
92019
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
72018
Innovation in monitoring technologies for underground structures
K Soga, K Chaiyasarn, F Viola, J Yan, A Seshia, R Cipolla
Proceedings of the 1st Int. Conf. Information Technology in Geo-Engineering …, 2010
52010
The kinetics human action video dataset
A Zisserman, J Carreira, K Simonyan, W Kay, B Zhang, C Hillier, ...
42017
Encoding Spatial Relations from Natural Language
T Ramalho, T Kociský, F Besse, SM Eslami, G Melis, F Viola, P Blunsom, ...
arXiv preprint arXiv:1807.01670, 2018
22018
Resolution-independent image models
F Viola
University of Cambridge, 2012
22012
Generalized ELBO with Constrained Optimization, GECO
DJ Rezende, F Viola
Workshop on Bayesian Deep Learning, NeurIPS, 2018
12018
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