Jack Valmadre

Australian Centre for Robotic Vision — Australia

Computer Science · Physical Sciences

19h-index9.0kcitations42works0.22yr avg
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Research Topics

Video Surveillance and Tracking Methods(19), Advanced Vision and Imaging(14), Human Pose and Action Recognition(10), Machine Learning and Data Classification(7), Robotics and Sensor-Based Localization(6)

Publications42 total

An Accurate Detection Is Not All You Need to Combat Label Noise in Web-Noisy Datasets
Lecture notes in computer science·2024Open Access
Oops, I Sampled it Again: Reinterpreting Confidence Intervals in Few-Shot Learning
arXiv (Cornell University)·2024Open Access
An accurate detection is not all you need to combat label noise in web-noisy datasets
arXiv (Cornell University)·2024Open Access
Few and Fewer: Learning Better from Few Examples Using Fewer Base Classes
arXiv (Cornell University)·2024Open Access
The Visual Object Tracking VOT2015 challenge results
Cambridge University Engineering Department Publications Database·2024· 1 citedOpen Access
UAV20L
TIB Data Manager·2024Open Access
The First Visual Object Tracking Segmentation VOTS2023 Challenge Results
2023· 13 cited
On progressive sharpening, flat minima and generalisation
arXiv (Cornell University)·2023Open Access
Hierarchical classification at multiple operating points
arXiv (Cornell University)·2022· 2 citedOpen Access
On skip connections and normalisation layers in deep optimisation
arXiv (Cornell University)·2022· 2 citedOpen Access
Learning with Neighbor Consistency for Noisy Labels
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 78 cited
Learning with Neighbor Consistency for Noisy Labels
arXiv (Cornell University)·2022· 1 citedOpen Access
Local Metrics for Multi-Object Tracking
arXiv (Cornell University)·2021· 8 citedOpen Access
Devon: deformable volume network for learning optical flow
Oxford University Research Archive (ORA) (University of Oxford)·2020· 4 cited
The Sixth Visual Object Tracking VOT2018 Challenge Results
Lecture notes in computer science·2019· 706 citedOpen Access
Devon: Deformable Volume Network for Learning Optical Flow
Lecture notes in computer science·2019Open Access
Long-term Tracking in the Wild: A Benchmark
arXiv (Cornell University)·2018· 21 citedOpen Access
Long-Term Tracking in the Wild: A Benchmark
Lecture notes in computer science·2018· 161 cited
The Visual Object Tracking VOT2017 Challenge Results
2017· 458 citedOpen Access
End-to-End Representation Learning for Correlation Filter Based Tracking
2017· 186 citedOpen Access
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Frequent Co-authors

Luca Bertinetto(14), Philip H. S. Torr(14), Simon Lucey(13), Andrea Vedaldi(12), João F. Henriques(10), Matej Kristan(6), Jiřı́ Matas(6), Michael Felsberg(6), Luka Čehovin Zajc(6), Alan Lukežič(6), Gustavo J. Fernández(6), Martin Danelljan(6), Ondřej Mikšík(6), Aleš Leonardis(5), Roman Pflugfelder(5), Tomáš Vojíř(5), Alfredo Petrosino(5), Álvaro García‐Martín(5), Fahad Shahbaz Khan(5), Francesco Battistone(5)