Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning. - Matthew Watson 001; Noura Al Moubayed (ICPR, 2020)

Agree to Disagree: When Deep Learning Models With Identical Architectures Produce Distinct Explanations. - Matthew Watson 001; Bashar Awwad Shiekh Hasan; Noura Al Moubayed (WACV, 2022)

Learning How to MIMIC: Using Model Explanations to Guide Deep Learning Training. - Matthew Watson 001; Bashar Awwad Shiekh Hasan; Noura Al Moubayed (WACV, 2023)

Textual Localization: Decomposing Multi-concept Images for Subject-Driven Text-to-Image Generation. - Junjie Shentu; Matthew Watson 001; Noura Al Moubayed (CoRR, 2024)

AttenCraft: Attention-guided Disentanglement of Multiple Concepts for Text-to-Image Customization. - Junjie Shentu; Matthew Watson 001; Noura Al Moubayed (CoRR, 2024)