Search Results for author: Matthew Watson

Found 3 papers, 3 papers with code

Textual Localization: Decomposing Multi-concept Images for Subject-Driven Text-to-Image Generation

1 code implementation15 Feb 2024 Junjie Shentu, Matthew Watson, Noura Al Moubayed

Subject-driven text-to-image diffusion models empower users to tailor the model to new concepts absent in the pre-training dataset using a few sample images.

Text-to-Image Generation

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

1 code implementation14 May 2021 Matthew Watson, Bashar Awwad Shiekh Hasan, Noura Al Moubayed

Deep Learning of neural networks has progressively become more prominent in healthcare with models reaching, or even surpassing, expert accuracy levels.

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

1 code implementation5 May 2021 Matthew Watson, Noura Al Moubayed

On the MIMIC-III and Henan-Renmin EHR datasets, we report a detection accuracy of 77% against the Longitudinal Adversarial Attack.

Adversarial Attack Anomaly Detection +3

Cannot find the paper you are looking for? You can Submit a new open access paper.