Henry Gouk
Henry Gouk
Postdoctoral Research Associate, University of Edinburgh
Verified email at inf.ed.ac.uk - Homepage
Cited by
Cited by
Regularisation of Neural Networks by Enforcing Lipschitz Continuity
H Gouk, E Frank, B Pfahringer, M Cree
Machine Learning 110 (2), 393-416, 2021
Learning Distance Metrics for Multi-Label Classification
H Gouk, B Pfahringer, MJ Cree
8th Asian Conference on Machine Learning 63, 318-333, 2016
Fast Sliding Window Classification with Convolutional Neural Networks
HGR Gouk, AM Blake
Proceedings of the 29th International Conference on Image and Vision …, 2014
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
Deep Clustering with Concrete K-Means
B Gao, Y Yang, H Gouk, TM Hospedales
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
Fast metric learning for deep neural networks
H Gouk, B Pfahringer, M Cree
arXiv preprint arXiv:1511.06442, 2015
Accelerating Convolutional Neural Network Systems
H Gouk
The University of Waikato, 2014
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
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
Deep Clustering for Domain Adaptation
B Gao, Y Yang, H Gouk, TM Hospedales
IEEE International Conference on Acoustics, Speech, and Signal Processing, 2020
Stochastic Gradient Trees
H Gouk, B Pfahringer, E Frank
11th Asian Conference on Machine Learning 101, 1094-1109, 2019
Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition
X Zhang, D Meng, H Gouk, T Hospedales
arXiv preprint arXiv:2101.02833, 2021
Optimising Network Architectures for Provable Adversarial Robustness
H Gouk, TM Hospedales
2020 Sensor Signal Processing for Defence Conference (SSPD), 1-5, 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
Distance-Based Regularisation of Deep Networks for Fine-Tuning
H Gouk, TM Hospedales, M Pontil
International Conference on Learning Representations, 2021
Searching for Robustness: Loss Learning for Noisy Classification Tasks
B Gao, H Gouk, TM Hospedales
arXiv preprint arXiv:2103.00243, 2021
A Stochastic Neural Network for Attack-Agnostic Adversarial Robustness
P Eustratiadis, H Gouk, D Li, T Hospedales
arXiv preprint arXiv:2010.08852, 2020
Resolving Conflict in Decision-Making for Autonomous Driving
J Geary, S Ramamoorthy, H Gouk
arXiv preprint arXiv:2009.06394, 2020
Altruistic Decision-Making for Autonomous Driving with Sparse Rewards
J Geary, H Gouk
Interaction and Decision-Making in Autonomous-Driving (RSS Workshop), 2020
Don't Wait, Just Weight: Improving Unsupervised Representations by Learning Goal-Driven Instance Weights
L Ericsson, H Gouk, TM Hospedales
arXiv preprint arXiv:2006.12360, 2020
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