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Scopus Author ID: 57219687514

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Education and qualifications (3)

Heriot-Watt University: Edinburgh, Edinburgh, GB

2019-09-01 to present | Ph.D. in Robotics and Autonomous Systems (School of Engineering and Physical Sciences)
Education
Source: Self-asserted source
Mateusz Ochal

Heriot-Watt University: Edinburgh, Edinburgh, GB

2018-09-01 to 2019-08-31 | M.Sc. in Robotics and Autonomous Systems ( School of Engineering and Physical Sciences)
Education
Source: Self-asserted source
Mateusz Ochal

University of Southampton: Southampton, Hampshire, GB

2015-09-01 to 2018-07-01 | B.Sc. (Electronics and Computer Science)
Education
Source: Self-asserted source
Mateusz Ochal

Works (9)

Few-Shot Learning With Class Imbalance

IEEE Transactions on Artificial Intelligence
2023 | Journal article
DOI: 10.1109/TAI.2023.3298303
EID:

2-s2.0-85165914492

Part of ISSN: 26914581
Contributors: Ochal, M.; Patacchiola, M.; Vazquez, J.; Storkey, A.; Wang, S.
Source: Self-asserted source
Mateusz Ochal via Scopus - Elsevier

Prediction-Guided Distillation for Dense Object Detection

arXiv
2022 | Other
DOI: 10.48550/arXiv.2203.05469
EID:

2-s2.0-85136330315

Part of ISSN: 23318422
Contributors: Yang, C.; Ochal, M.; Storkey, A.; Crowley, E.J.
Source: Self-asserted source
Mateusz Ochal via Scopus - Elsevier

Prediction-Guided Distillation for Dense Object Detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Conference paper
DOI: 10.1007/978-3-031-20077-9_8
EID:

2-s2.0-85142690160

Part of ISBN: 9783031200762
Part of ISSN: 16113349 03029743
Contributors: Yang, C.; Ochal, M.; Storkey, A.; Crowley, E.J.
Source: Self-asserted source
Mateusz Ochal via Scopus - Elsevier

Few-shot learning with class imbalance

arXiv
2021 | Other
DOI: 10.48550/arxiv.2101.02523
EID:

2-s2.0-85169940232

Part of ISSN: 23318422
Contributors: Ochal, M.; Patacchiola, M.; Vazquez, J.; Storkey, A.; Wang, S.
Source: Self-asserted source
Mateusz Ochal via Scopus - Elsevier

How sensitive are meta-learners to dataset imbalance?

arXiv
2021 | Other
DOI: 10.48550/arxiv.2104.05344
EID:

2-s2.0-85171062088

Part of ISSN: 23318422
Contributors: Ochal, M.; Patacchiola, M.; Storkey, A.; Vazquez, J.; Wang, S.
Source: Self-asserted source
Mateusz Ochal via Scopus - Elsevier

A comparison of few-shot learning methods for underwater optical and sonar image classification

arXiv
2020 | Other
DOI: 10.48550/arxiv.2005.04621
EID:

2-s2.0-85171036320

Part of ISSN: 23318422
Contributors: Ochal, M.; Vazquez, J.; Petillot, Y.; Wang, S.
Source: Self-asserted source
Mateusz Ochal via Scopus - Elsevier

A Comparison of Few-Shot Learning Methods for Underwater Optical and Sonar Image Classification

2020 Global Oceans 2020: Singapore - U.S. Gulf Coast
2020 | Conference paper
DOI: 10.1109/IEEECONF38699.2020.9389475
EID:

2-s2.0-85104604902

Part of ISBN: 9781728154466
Contributors: Ochal, M.; Vazquez, J.; Petillot, Y.; Wang, S.
Source: Self-asserted source
Mateusz Ochal via Scopus - Elsevier

Defining benchmarks for continual few-shot learning

arXiv
2020 | Other
DOI: 10.48550/arxiv.2004.11967
EID:

2-s2.0-85170583632

Part of ISSN: 23318422
Contributors: Antoniou, A.; Patacchiola, M.; Ochal, M.; Storkey, A.
Source: Self-asserted source
Mateusz Ochal via Scopus - Elsevier

Strategyproof reinforcement learning for online resource allocation

Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
2020 | Conference paper
EID:

2-s2.0-85096673364

Part of ISBN: 9781450375184
Part of ISSN: 15582914 15488403
Contributors: Stein, S.; Ochal, M.; Moisoiu, I.-A.; Gerding, E.; Ganti, R.; He, T.; Porta, T.L.
Source: Self-asserted source
Mateusz Ochal via Scopus - Elsevier
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