Sotabase

Career

· Professor Of Computer Vision And Machine Learning, University of Oxford2020–
· Research Scientist, Meta2018–
· Tutorial Fellow, New College, Oxford2012–2019
· Associate Professor, University of Oxford2012–2020
· Postdoctoral Researcher, UCLA2008–2008
· Postdoctoral Researcher, University of Oxford2008–2012
· Ph.D., Computer Vision, University of California, Los Angeles2006–2008
· M.S., Computer Science, University of California, Los Angeles2003–2006
· Laurea, Information Engineering, Università degli Studi di Padova1998–2003

Publications (307)

Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps
International Conference on Learning Representations · 2013
7,989
cited
Deep Face Recognition
British Machine Vision Conference · 2015
5,543
cited
Fully-Convolutional Siamese Networks for Object Tracking
ECCV Workshops · 2016
4,228
cited
Instance Normalization: The Missing Ingredient for Fast Stylization
arXiv.org · 2016
4,009
cited
Deep Image Prior
International Journal of Computer Vision · 2017
3,562
cited
Vlfeat: an open and portable library of computer vision algorithms
ACM Multimedia · 2010
3,511
cited
Return of the Devil in the Details: Delving Deep into Convolutional Nets
British Machine Vision Conference · 2014
3,479
cited
Describing Textures in the Wild
2014 IEEE Conference on Computer Vision and Pattern Recognition · 2013
3,274
cited
MatConvNet: Convolutional Neural Networks for MATLAB
ACM Multimedia · 2014
2,972
cited
Fine-Grained Visual Classification of Aircraft
arXiv.org · 2013
2,719
cited
Understanding deep image representations by inverting them
Computer Vision and Pattern Recognition · 2014
2,052
cited
Care of aged doctors
1969
1,914
cited
Interpretable Explanations of Black Boxes by Meaningful Perturbation
IEEE International Conference on Computer Vision · 2017
1,638
cited
Speeding up Convolutional Neural Networks with Low Rank Expansions
British Machine Vision Conference · 2014
1,522
cited
Synthetic Data for Text Localisation in Natural Images
Computer Vision and Pattern Recognition · 2016
1,513
cited
End-to-End Representation Learning for Correlation Filter Based Tracking
Computer Vision and Pattern Recognition · 2017
1,453
cited
Explainable AI: Interpreting, Explaining and Visualizing Deep Learning
Explainable AI · 2019
1,212
cited
Reading Text in the Wild with Convolutional Neural Networks
International Journal of Computer Vision · 2014
1,201
cited
Efficient Additive Kernels via Explicit Feature Maps
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012
1,048
cited
Meta-learning with differentiable closed-form solvers
International Conference on Learning Representations · 2018
1,025
cited
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