Henry Gouk
Impact in
- Artificial Intelligence top 10%
- Domain Adaptation and Few-Shot Learning
- Anomaly Detection Techniques and Applications
- Text and Document Classification Technologies
- Speech Recognition and Synthesis
- Machine Learning and Data Classification
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- Multimodal Machine Learning Applications
- Advanced Neural Network Applications
- Advanced Image and Video Retrieval Techniques
Papers in
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- Domain Adaptation and Few-Shot Learning 7
- Neural Networks and Applications 2
- Anomaly Detection Techniques and Applications 2
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- Advanced Neural Network Applications 4
- Multimodal Machine Learning Applications 3
- Advanced Vision and Imaging 2
- Face and Expression Recognition 2
- Image Retrieval and Classification Techniques 2
- Co-authors
- Timothy M. Hospedales (8 shared papers)Linus Ericsson (1 shared paper)Chen Change Loy (1 shared paper)Xueting Zhang (1 shared paper)Debin Meng (1 shared paper)Boyan Gao (3 shared papers)Bernhard Pfahringer (3 shared papers)Michael J. Cree (3 shared papers)
- Journals
- IEEE Signal Processing Magazine (1 paper)Journal of the Royal Society of New Zealand (1 paper)Journal of Applied Remote Sensing (1 paper)Research Commons (University of Waikato) (2 papers)Edinburgh Research Explorer (University of Edinburgh) (3 papers)
- Partner nations
- United KingdomNew ZealandUnited States
In The Last Decade
Henry Gouk
14 papers receiving 307 citations
Henry Gouk's Hit Papers
Peers
Comparison fields: 5 of 79
- Artificial Intelligence 167
- Computer Vision and Pattern Recognition 93
- Media Technology 26
- Signal Processing 29
- Health Informatics 3
Countries citing papers authored by Henry Gouk
This map shows the geographic impact of Henry Gouk's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Henry Gouk with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Henry Gouk more than expected).
Fields of papers citing papers by Henry Gouk
This network shows the impact of papers produced by Henry Gouk. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Henry Gouk. The network helps show where Henry Gouk may publish in the future.
Co-authors
The 22 scholars most cited alongside Henry Gouk, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Self-Supervised Representation Learning: Introduction, advances, and challenges Hit paper breakdown → | 2022 | 223 |
| 2 | 2021 | 34 | |
| 3 | Learning Distance Metrics for Multi-Label Classification | 2016 | 10 |
| 4 | 2014 | 10 | |
| 5 | 2020 | 10 | |
| 6 | 2021 | 7 | |
| 7 | 2023 | 4 | |
| 8 | Weight-covariance alignment for adversarially robust neural networks | 2021 | 3 |
| 9 | 2022 | 3 | |
| 10 | 2019 | 3 | |
| 11 | 2023 | 2 | |
| 12 | 2020 | 1 | |
| 13 | Learning Similarity Metrics by Factorising Adjacency Matrices. | 2015 | 1 |
| 14 | 2016 | 1 |
About Henry Gouk
Henry Gouk is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Ecology, Cognitive Neuroscience and Computational Theory and Mathematics, having authored 14 papers that have together received 312 indexed citations. Recurring topics across this work include Domain Adaptation and Few-Shot Learning (7 papers), Advanced Neural Network Applications (4 papers), Multimodal Machine Learning Applications (3 papers), Advanced Vision and Imaging (2 papers), Neural Networks and Applications (2 papers), Anomaly Detection Techniques and Applications (2 papers), Face and Expression Recognition (2 papers) and Image Retrieval and Classification Techniques (2 papers). The work is most often cited by research in Artificial Intelligence (167 citations), Computer Vision and Pattern Recognition (93 citations), Media Technology (26 citations), Signal Processing (29 citations) and Health Informatics (3 citations). Henry Gouk has collaborated with scholars based in United Kingdom, New Zealand and United States. Frequent co-authors include Timothy M. Hospedales, Linus Ericsson, Chen Change Loy, Xueting Zhang, Debin Meng, Boyan Gao, Bernhard Pfahringer, Michael J. Cree, Yongxin Yang and Da Li. Their work appears in journals such as IEEE Signal Processing Magazine, Journal of the Royal Society of New Zealand, Journal of Applied Remote Sensing, Research Commons (University of Waikato) and Edinburgh Research Explorer (University of Edinburgh).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.