Matthew Watson

Synthesizing open worlds with constraints using locally annealed reversible jump MCMC

Yi‐Ting Yeh, Lingfeng Yang, Matthew Watson et al. · ACM Transactions on Graphics · 2012 · 130 citations

Computing, Computer Science, Computational Geometry +14

Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning

Matthew Watson, Noura Al Moubayed · 2021 · 28 citations · Full text

Computing, Computer Science, Health Informatics +15

Agree to Disagree: When Deep Learning Models With Identical Architectures Produce Distinct Explanations

Matthew Watson, Bashar Hasan, Noura Al Moubayed · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 25 citations · Full text

Computing, Computer Science, Health Informatics +17

Improving Current Glycated Hemoglobin Prediction in Adults: Use of Machine Learning Algorithms With Electronic Health Records

Zakhriya Alhassan, Matthew Watson, David Budgen et al. · JMIR Medical Informatics · 2021 · 18 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17