Sotabase

Career

· Associate Director (via Exscientia Acquisition), Recursion2024–
· Associate Director Principal Scientist, Recursion2022–2024
· Senior Research Scientist, Recursion2022–2022
· Senior Research Scientist, Five AI2020–2022
· Research Scientist, Five AI2018–2020
· Research Scientist (internship), Twitter2017–2017
· Doctoral Researcher, University of Oxford2014–2018
· Doctor of Philosophy - PhD, Computer Vision, Machine Learning, University of Oxford2014–2018
· Research Engineer, Telecom Italia Information Technology (TI.IT) s.r.l.2013–2014
· Web Engineer (internship), SAP2012–2013
· Master of Science (M.Sc.), Computer Science & Engineering, Telecom ParisTech2011–2013
· Master of Science (M.Sc.), Computer Science & Engineering, 110/110, Politecnico di Torino2010–2013
· Bachelor of Science(B.Sc.), Computer Science & Engineering, Politecnico di Torino2007–2010

Publications (33)

Fully-Convolutional Siamese Networks for Object Tracking
ECCV Workshops · 2016
4,228
cited
Staple: Complementary Learners for Real-Time Tracking
Computer Vision and Pattern Recognition · 2015
1,633
cited
End-to-End Representation Learning for Correlation Filter Based Tracking
Computer Vision and Pattern Recognition · 2017
1,453
cited
Fast Online Object Tracking and Segmentation: A Unifying Approach
Computer Vision and Pattern Recognition · 2018
1,295
cited
Meta-learning with differentiable closed-form solvers
International Conference on Learning Representations · 2018
1,025
cited
The Visual Object Tracking VOT2015 Challenge Results
2015 IEEE International Conference on Computer Vision Workshop (ICCVW) · 2015
901
cited
The Sixth Visual Object Tracking VOT2018 Challenge Results
ECCV Workshops · 2018
787
cited
The Visual Object Tracking VOT2016 Challenge Results
ECCV Workshops · 2016
768
cited
Learning feed-forward one-shot learners
Neural Information Processing Systems · 2016
485
cited
The Seventh Visual Object Tracking VOT2019 Challenge Results
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) · 2019
471
cited
The Eighth Visual Object Tracking VOT2020 Challenge Results
ECCV Workshops · 2020
320
cited
The Visual Object Tracking VOT2017 Challenge Results
2017 IEEE International Conference on Computer Vision Workshops (ICCVW) · 2017
294
cited
Parameter-free Online Test-time Adaptation
Computer Vision and Pattern Recognition · 2022
202
cited
Long-term Tracking in the Wild: A Benchmark
European Conference on Computer Vision · 2018
175
cited
Making Better Mistakes: Leveraging Class Hierarchies With Deep Networks
Computer Vision and Pattern Recognition · 2019
166
cited
The Thermal Infrared Visual Object Tracking VOT-TIR2015 Challenge Results
2015 IEEE International Conference on Computer Vision Workshop (ICCVW) · 2015
142
cited
On Episodes, Prototypical Networks, and Few-shot Learning
Neural Information Processing Systems · 2020
125
cited
Anchor Diffusion for Unsupervised Video Object Segmentation
IEEE International Conference on Computer Vision · 2019
124
cited
SiamMask: A Framework for Fast Online Object Tracking and Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022
122
cited
Do Different Tracking Tasks Require Different Appearance Models?
Neural Information Processing Systems · 2021
100
cited
Sotabase
Luca Bertinetto | Researcher Profile | Sotabase | Sotabase