| 2025 | MICCAI | DiDGen: Diffusion-Based Dual-Task Synthesis for Dermoscopic Data Generation. | Junjie Shentu, Matthew Watson, Noura Al Moubayed |
| 2023 | WACV | Learning How to MIMIC: Using Model Explanations to Guide Deep Learning Training. | Matthew Watson, Bashar Awwad Shiekh Hasan, Noura Al Moubayed |
| 2022 | SMC | Experimental Validation of a High-G Centrifuge System using an Advanced Wireless Human Dummy. | Navid Mohajer, Asher Winter, Timothy Mark Gregory, Darius Nahavandi, Matthew Watson, Saeid Nahavandi |
| 2022 | WACV | Agree to Disagree: When Deep Learning Models With Identical Architectures Produce Distinct Explanations. | Matthew Watson, Bashar Awwad Shiekh Hasan, Noura Al Moubayed |
| 2021 | SMC | Evaluation of Design Optimisation Techniques in Structural Framing. | Luke Briese, Timothy Mark Gregory, Navid Mohajer, Matthew Watson, Shady M. K. Mohamed, Saeid Nahavandi |
| 2020 | ICPR | Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning. | Matthew Watson, Noura Al Moubayed |
| 2008 | LREC | A Fully Annotated Corpus for Studying the Effect of Cognitive Ageing on Users' Interactions with Spoken Dialogue Systems. | Kallirroi Georgila, Maria Klara Wolters, Vasilis Karaiskos, Melissa Kronenthal, Robert H. Logie, Neil Mayo, Johanna D. Moore, Matthew Watson |