| 2023 | CVPR | Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn. | Ondrej Bohdal, Yinbing Tian, Yongshuo Zong, Ruchika Chavhan, Da Li, Henry Gouk, Li Guo, Timothy M. Hospedales |
| 2023 | ICCV | Quality Diversity for Visual Pre-Training. | Ruchika Chavhan, Henry Gouk, Da Li, Timothy M. Hospedales |
| 2023 | ICLR | Effectiveness of Debiasing Techniques: An Indigenous Qualitative Analysis. | Vithya Yogarajan, Gillian Dobbie, Henry Gouk |
| 2022 | BMVC | Why Do Self-Supervised Models Transfer? On the Impact of Invariance on Downstream Tasks. | Linus Ericsson, Henry Gouk, Timothy M. Hospedales |
| 2022 | ICML | Loss Function Learning for Domain Generalization by Implicit Gradient. | Boyan Gao, Henry Gouk, Yongxin Yang, Timothy M. Hospedales |
| 2021 | CVPR | How Well Do Self-Supervised Models Transfer? | Linus Ericsson, Henry Gouk, Timothy M. Hospedales |
| 2021 | ICCV | Searching for Robustness: Loss Learning for Noisy Classification Tasks. | Boyan Gao, Henry Gouk, Timothy M. Hospedales |
| 2021 | ICCV | Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition. | Xueting Zhang, Debin Meng, Henry Gouk, Timothy M. Hospedales |
| 2021 | ICLR | Distance-Based Regularisation of Deep Networks for Fine-Tuning. | Henry Gouk, Timothy M. Hospedales, Massimiliano Pontil |
| 2021 | ICML | Weight-covariance alignment for adversarially robust neural networks. | Panagiotis Eustratiadis, Henry Gouk, Da Li, Timothy M. Hospedales |
| 2020 | ACIIDS | Comparing High Dimensional Word Embeddings Trained on Medical Text to Bag-of-Words for Predicting Medical Codes. | Vithya Yogarajan, Henry Gouk, Tony Smith, Michael Mayo, Bernhard Pfahringer |
| 2020 | ICASSP | Deep Clustering for Domain Adaptation. | Boyan Gao, Yongxin Yang, Henry Gouk, Timothy M. Hospedales |
| 2020 | ICASSP | Deep Clusteringwith Concrete K-Means. | Boyan Gao, Yongxin Yang, Henry Gouk, Timothy M. Hospedales |
| 2019 | ACML | Stochastic Gradient Trees. | Henry Gouk, Bernhard Pfahringer, Eibe Frank |
| 2016 | ACML | Learning Distance Metrics for Multi-Label Classification. | Henry Gouk, Bernhard Pfahringer, Michael J. Cree |
| 2016 | IVCNZ | Estimating heading direction from monocular video sequences using biologically-based sensors. | Michael J. Cree, John A. Perrone, Gehan Anthonys, Aden C. Garnett, Henry Gouk |