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Henry Gouk
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Cited by
Year
Regularisation of Neural Networks by Enforcing Lipschitz Continuity
H Gouk, E Frank, B Pfahringer, M Cree
Machine Learning 110 (2), 393-416, 2021
2542021
How Well Do Self-Supervised Models Transfer?
L Ericsson, H Gouk, TM Hospedales
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
852021
Fast Sliding Window Classification with Convolutional Neural Networks
HGR Gouk, AM Blake
Proceedings of the 29th International Conference on Image and Vision …, 2014
222014
Learning Distance Metrics for Multi-Label Classification
H Gouk, B Pfahringer, MJ Cree
8th Asian Conference on Machine Learning 63, 318-333, 2016
212016
Self-Supervised Representation Learning: Introduction, advances, and challenges
L Ericsson, H Gouk, CC Loy, TM Hospedales
IEEE Signal Processing Magazine 39 (3), 42-62, 2022
172022
Shallow bayesian meta learning for real-world few-shot recognition
X Zhang, D Meng, H Gouk, T Hospedales
International Conference on Computer Vision, 2021
122021
Distance-Based Regularisation of Deep Networks for Fine-Tuning
H Gouk, TM Hospedales, M Pontil
International Conference on Learning Representations, 2021
112021
Deep Clustering with Concrete K-Means
B Gao, Y Yang, H Gouk, TM Hospedales
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
11*2020
Comparing high dimensional word embeddings trained on medical text to bag-of-words for predicting medical codes
V Yogarajan, H Gouk, T Smith, M Mayo, B Pfahringer
Asian Conference on Intelligent Information and Database Systems, 97-108, 2020
92020
Stochastic Gradient Trees
H Gouk, B Pfahringer, E Frank
11th Asian Conference on Machine Learning 101, 1094-1109, 2019
82019
MaxGain: Regularisation of neural networks by constraining activation magnitudes
H Gouk, B Pfahringer, E Frank, MJ Cree
Joint European conference on machine learning and knowledge discovery in …, 2018
82018
Weight-Covariance Alignment for Adversarially Robust Neural Networks
P Eustratiadis, H Gouk, D Li, T Hospedales
International Conference on Machine Learning, 2021
72021
A Comparison of Machine Learning Methods for Cross-Domain Few-Shot Learning
H Wang, H Gouk, E Frank, B Pfahringer, M Mayo
Australasian Joint Conference on Artificial Intelligence, 2020
62020
Why do self-supervised models transfer? investigating the impact of invariance on downstream tasks
L Ericsson, H Gouk, TM Hospedales
arXiv preprint arXiv:2111.11398, 2021
42021
Searching for Robustness: Loss Learning for Noisy Classification Tasks
B Gao, H Gouk, TM Hospedales
International Conference on Computer Vision, 2021
42021
Fast metric learning for deep neural networks
H Gouk, B Pfahringer, M Cree
arXiv preprint arXiv:1511.06442, 2015
4*2015
Accelerating Convolutional Neural Network Systems
H Gouk
The University of Waikato, 2014
42014
Finding lost DG: Explaining domain generalization via model complexity
D Li, H Gouk, T Hospedales
arXiv preprint arXiv:2202.00563, 2022
32022
Deep Clustering for Domain Adaptation
B Gao, Y Yang, H Gouk, TM Hospedales
IEEE International Conference on Acoustics, Speech, and Signal Processing, 2020
32020
Estimating heading direction from monocular video sequences using biologically-based sensors
MJ Cree, JA Perrone, G Anthonys, AC Garnett, H Gouk
2016 International Conference on Image and Vision Computing New Zealand …, 2016
32016
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