Henry Gouk

1.2k total citations · 1 hit paper
14 papers, 300 citations indexed

About

Henry Gouk is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Ecology. According to data from OpenAlex, Henry Gouk has authored 14 papers receiving a total of 300 indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 10 papers in Computer Vision and Pattern Recognition and 1 paper in Ecology. Recurrent topics in Henry Gouk's work include Domain Adaptation and Few-Shot Learning (7 papers), Advanced Neural Network Applications (4 papers) and Multimodal Machine Learning Applications (3 papers). Henry Gouk is often cited by papers focused on Domain Adaptation and Few-Shot Learning (7 papers), Advanced Neural Network Applications (4 papers) and Multimodal Machine Learning Applications (3 papers). Henry Gouk collaborates with scholars based in United Kingdom, New Zealand and United States. Henry Gouk's co-authors include Timothy M. Hospedales, Chen Change Loy, Linus Ericsson, Debin Meng, Boyan Gao, Michael J. Cree, Bernhard Pfahringer, Yongxin Yang, Lars Brabyn and Da Li and has published in prestigious journals such as IEEE Signal Processing Magazine, Journal of the Royal Society of New Zealand and Journal of Applied Remote Sensing.

In The Last Decade

Henry Gouk

14 papers receiving 295 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Self-Supervised Representation Learning: Introduction, advances, and challenges

2022 215 citations Linus Ericsson, Henry Gouk et al. IEEE Signal Processing Magazine profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Henry Gouk United Kingdom	6	163	92	31	28	26	14	300
Kang Li China	10	169 1.0×	94 1.0×	49 1.6×	17 0.6×	18 0.7×	47	391
Diego Carrera Italy	10	141 0.9×	71 0.8×	22 0.7×	31 1.1×	28 1.1×	30	309
Suranjana Samanta India	6	93 0.6×	117 1.3×	34 1.1×	35 1.3×	38 1.5×	22	284
Linus Ericsson United Kingdom	2	102 0.6×	59 0.6×	21 0.7×	25 0.9×	20 0.8×	3	221
Yongsheng Sang China	11	126 0.8×	160 1.7×	35 1.1×	21 0.8×	40 1.5×	27	352
Debasmit Das United Kingdom	7	170 1.0×	135 1.5×	28 0.9×	37 1.3×	14 0.5×	19	303
Mighty Abra Ayidzoe Ghana	7	141 0.9×	131 1.4×	69 2.2×	25 0.9×	25 1.0×	17	422
Patrick Kwabena Mensah Ghana	7	119 0.7×	117 1.3×	64 2.1×	21 0.8×	23 0.9×	27	371

Countries citing papers authored by Henry Gouk

Since Specialization

Citations

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

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network of co-authors of Henry Gouk

This figure shows the co-authorship network connecting the top 25 collaborators of Henry Gouk. A scholar is included among the top collaborators of Henry Gouk based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Henry Gouk. Henry Gouk is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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14 of 14 papers shown

1.

Zong, Yongshuo, et al.. (2023). Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn. Edinburgh Research Explorer (University of Edinburgh). 7693–7703. 4 indexed citations

2.

Gouk, Henry, et al.. (2023). Quality Diversity for Visual Pre-Training. Edinburgh Research Explorer. 5361–5371. 2 indexed citations

3.

Wang, Hongyu, Henry Gouk, Eibe Frank, et al.. (2022). Experiments in cross‐domain few‐shot learning for image classification. Journal of the Royal Society of New Zealand. 53(1). 169–191. 3 indexed citations

4.

Ericsson, Linus, Henry Gouk, Chen Change Loy, & Timothy M. Hospedales. (2022). Self-Supervised Representation Learning: Introduction, advances, and challenges. IEEE Signal Processing Magazine. 39(3). 42–62. 215 indexed citations breakdown →

5.

Gouk, Henry, et al.. (2021). Weight-covariance alignment for adversarially robust neural networks. Edinburgh Research Explorer (University of Edinburgh). 3047–3056. 2 indexed citations

6.

Meng, Debin, et al.. (2021). Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition. 2021 IEEE/CVF International Conference on Computer Vision (ICCV). 631–640. 31 indexed citations

7.

Gao, Boyan, Henry Gouk, & Timothy M. Hospedales. (2021). Searching for Robustness: Loss Learning for Noisy Classification Tasks. 2021 IEEE/CVF International Conference on Computer Vision (ICCV). 6650–6659. 7 indexed citations

8.

Gao, Boyan, Yongxin Yang, Henry Gouk, & Timothy M. Hospedales. (2020). Deep Clusteringwith Concrete K-Means. Edinburgh Research Explorer. 4252–4256. 10 indexed citations

9.

Gao, Boyan, Yongxin Yang, Henry Gouk, & Timothy M. Hospedales. (2020). Deep Clustering for Domain Adaptation. Edinburgh Research Explorer. 31. 4247–4251. 1 indexed citations

10.

Pham, Lien T.H., Lars Brabyn, Thanh Duc Dang, & Henry Gouk. (2019). Comparison of combination of dimensionality reduction and classification techniques for identifying tree species using integrated QuickBird imagery and Lidar data. Journal of Applied Remote Sensing. 13(1). 1–1. 3 indexed citations

11.

Gouk, Henry, Bernhard Pfahringer, & Michael J. Cree. (2016). Learning Distance Metrics for Multi-Label Classification. Research Commons (University of Waikato). 63. 318–333. 10 indexed citations

12.

Cree, Michael J., et al.. (2016). Estimating heading direction from monocular video sequences using biologically-based sensors. Research Commons (University of Waikato). 18. 1–6. 1 indexed citations

13.

Gouk, Henry, Bernhard Pfahringer, & Michael J. Cree. (2015). Learning Similarity Metrics by Factorising Adjacency Matrices.. 1 indexed citations

14.

Gouk, Henry, et al.. (2014). Fast Sliding Window Classification with Convolutional Neural Networks. 114–118. 10 indexed citations

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.

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