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Matthew Watson

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze

Venues

WACV (2) JMLR (1) MICCAI (1)

Top co-authors

Noura Al Moubayed (3) Bashar Awwad Shiekh Hasan (2) Junjie Shentu (1) Abheesht Sharma (1) Gabriel Rasskin (1) Tirth Patel (1) Francois Chollet (1) Martin Górner (1) Ian Stenbit (1) Divyashree Shivakumar Sreepathihalli (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Architectures (2) Core AI (2) Learning Types (1) Optimization & Theory (1) Techniques (1)

Keywords

deep learning (3) medical imaging (2) explainable ai (1) model interpretability (1) saliency map (1) eye gaze tracking (1) pre-trained model (1) model explanation (1) generative ai (1) stable diffusion (1) explanation consistency (1) computer vision (1) explainability method (1) natural language processing (1)

Papers

DiDGen: Diffusion-based Dual-task Synthesis for Dermoscopic Data Generation MICCAI 2025 KerasCV and KerasNLP: Multi-framework Models JMLR 2024 Learning How to MIMIC: Using Model Explanations To Guide Deep Learning Training WACV 2023 Agree To Disagree: When Deep Learning Models With Identical Architectures Produce Distinct Explanations WACV 2022