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Author

Henry Gouk

Observed names: Gouk, Henry, Henry G. R. Gouk
ORCID: 0000-0002-0924-2933
Observed ORCID: 0000-0002-0924-2933
OpenAlex ID: A5039741908
Self-Supervised Representation Learning: Introduction, advances, and challenges
2022 · Linus Ericsson, Henry Gouk, et al. · IEEE Signal Processing Magazine · 433
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Regularisation of neural networks by enforcing Lipschitz continuity
2020 · Henry Gouk, Eibe Frank, et al. · Machine Learning · 146
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Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition
2021 · Xueting Zhang, Debin Meng, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 62
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Fast Sliding Window Classification with Convolutional Neural Networks
2014 · Henry G. R. Gouk, Anthony M. Blake · International Conference on Image and Vision Computing New Zealand (IVCNZ) · 36
How Well Do Self-Supervised Models Transfer?
2021 · Linus Ericsson, Henry Gouk, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 28
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Learning Distance Metrics for Multi-Label Classification
2016 · Henry Gouk, Bernhard Pfahringer, et al. · Research Commons (University of Waikato) · 20
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Deep Clusteringwith Concrete K-Means
2020 · Boyan Gao, Yongxin Yang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 19
Weight-Covariance Alignment for Adversarially Robust Neural Networks
2020 · Eustratiadis, Panagiotis, Gouk, Henry, et al. · arXiv (Cornell University) · 14
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Distance-Based Regularisation of Deep Networks for Fine-Tuning
2020 · Gouk, Henry, Hospedales, Timothy M., et al. · arXiv (Cornell University) · 12
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Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks
2021 · Ericsson, Linus, Gouk, Henry, et al. · arXiv (Cornell University) · 11
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Searching for Robustness: Loss Learning for Noisy Classification Tasks
2021 · Boyan Gao, Henry Gouk, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 11
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Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn
2023 · Ondrej Bohdal, Yinbing Tian, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 10
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Comparing High Dimensional Word Embeddings Trained on Medical Text to Bag-of-Words for Predicting Medical Codes
2020 · Vithya Yogarajan, Henry Gouk, et al. · Lecture notes in computer science · 9
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Stochastic Gradient Trees
2019 · Gouk, Henry, Pfahringer, Bernhard, et al. · arXiv (Cornell University) · 9
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Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification
2022 · Baz, Adrian El, Ullah, Ihsan, et al. · arXiv (Cornell University) · 7
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Deep clustering with concrete k-means
2019 · Gao, Boyan, Yang, Yongxin, et al. · arXiv (Cornell University) · 6
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Experiments in cross‐domain few‐shot learning for image classification
2022 · Hongyu Wang, Henry Gouk, et al. · Journal of the Royal Society of New Zealand · 5
A Comparison of Machine Learning Methods for Cross-Domain Few-Shot Learning
2020 · Hongyu Wang, Henry Gouk, et al. · Lecture notes in computer science · 5
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Deep Clustering for Domain Adaptation
2020 · Boyan Gao, Yongxin Yang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 4
Comparison of combination of dimensionality reduction and classification techniques for identifying tree species using integrated QuickBird imagery and Lidar data
2019 · Lien T. H. Pham, Lars Brabyn, et al. · Journal of Applied Remote Sensing · 4
MaxGain: Regularisation of Neural Networks by Constraining Activation Magnitudes
2019 · Henry Gouk, Bernhard Pfahringer, et al. · Lecture notes in computer science · 4
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Quality Diversity for Visual Pre-Training
2023 · Ruchika Chavhan, Henry Gouk, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 3
On the Limitations of General Purpose Domain Generalisation Methods
2022 · Gouk, Henry, Bohdal, Ondrej, et al. · arXiv (Cornell University) · 3
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Active Altruism Learning and Information Sufficiency for Autonomous Driving
2021 · Geary, Jack, Gouk, Henry, et al. · arXiv (Cornell University) · 3
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Estimating heading direction from monocular video sequences using biologically-based sensors
2016 · Michael J. Cree, John A. Perrone, et al. · International Conference on Image and Vision Computing New Zealand (IVCNZ) · 3
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Works count: 50
Citation count: 874
H-index: 11
I10-index: 12
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