Henry Gouk
Henry Gouk
Postdoctoral Research Associate, University of Edinburgh
Потвърден имейл адрес: inf.ed.ac.uk - Начална страница
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Позовавания
Позовавания
Година
Regularisation of Neural Networks by Enforcing Lipschitz Continuity
H Gouk, E Frank, B Pfahringer, M Cree
Machine Learning 110 (2), 393-416, 2021
1662021
Learning Distance Metrics for Multi-Label Classification
H Gouk, B Pfahringer, MJ Cree
8th Asian Conference on Machine Learning 63, 318-333, 2016
192016
Fast Sliding Window Classification with Convolutional Neural Networks
HGR Gouk, AM Blake
Proceedings of the 29th International Conference on Image and Vision …, 2014
162014
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
142021
Deep Clustering with Concrete K-Means
B Gao, Y Yang, H Gouk, TM Hospedales
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
8*2020
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
72018
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
Comparing high dimensional word embeddings trained on medical text to bag-of-words for predicting medical codes
V Yogarajan, H Gouk, TC Smith, M Mayo, B Pfahringer
ACIIDS 2020, 97-108, 2020
32020
Stochastic Gradient Trees
H Gouk, B Pfahringer, E Frank
11th Asian Conference on Machine Learning 101, 1094-1109, 2019
32019
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
Shallow bayesian meta learning for real-world few-shot recognition
X Zhang, D Meng, H Gouk, T Hospedales
International Conference on Computer Vision, 2021
22021
Distance-Based Regularisation of Deep Networks for Fine-Tuning
H Gouk, TM Hospedales, M Pontil
International Conference on Learning Representations, 2021
22021
Optimising Network Architectures for Provable Adversarial Robustness
H Gouk, TM Hospedales
2020 Sensor Signal Processing for Defence Conference (SSPD), 1-5, 2020
22020
Deep Clustering for Domain Adaptation
B Gao, Y Yang, H Gouk, TM Hospedales
IEEE International Conference on Acoustics, Speech, and Signal Processing, 2020
22020
Searching for Robustness: Loss Learning for Noisy Classification Tasks
B Gao, H Gouk, TM Hospedales
International Conference on Computer Vision, 2021
12021
Weight-Covariance Alignment for Adversarially Robust Neural Networks
P Eustratiadis, H Gouk, D Li, T Hospedales
International Conference on Machine Learning, 2021
12021
Resolving Conflict in Decision-Making for Autonomous Driving
J Geary, S Ramamoorthy, H Gouk
Robotics: Science and Systems, 2021
12021
Altruistic Decision-Making for Autonomous Driving with Sparse Rewards
J Geary, H Gouk
Interaction and Decision-Making in Autonomous-Driving (RSS Workshop), 2020
12020
Active Altruism Learning and Information Sufficiency for Autonomous Driving
J Geary, H Gouk, S Ramamoorthy
arXiv preprint arXiv:2110.04580, 2021
2021
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