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Henry Gouk
Henry Gouk
Postdoctoral Research Associate, University of Edinburgh
Verified email at inf.ed.ac.uk - Homepage
Title
Cited by
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
2402021
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
692021
Learning Distance Metrics for Multi-Label Classification
H Gouk, B Pfahringer, MJ Cree
8th Asian Conference on Machine Learning 63, 318-333, 2016
212016
Fast Sliding Window Classification with Convolutional Neural Networks
HGR Gouk, AM Blake
Proceedings of the 29th International Conference on Image and Vision …, 2014
212014
Distance-Based Regularisation of Deep Networks for Fine-Tuning
H Gouk, TM Hospedales, M Pontil
International Conference on Learning Representations, 2021
112021
Shallow bayesian meta learning for real-world few-shot recognition
X Zhang, D Meng, H Gouk, T Hospedales
International Conference on Computer Vision, 2021
102021
Deep Clustering with Concrete K-Means
B Gao, Y Yang, H Gouk, TM Hospedales
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
10*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
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
82022
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
52021
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
52020
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
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
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
22021
Searching for Robustness: Loss Learning for Noisy Classification Tasks
B Gao, H Gouk, TM Hospedales
International Conference on Computer Vision, 2021
22021
Finding lost DG: Explaining domain generalization via model complexity
D Li, H Gouk, T Hospedales
arXiv preprint arXiv:2202.00563, 2022
12022
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