Believe the HiPe: Hierarchical perturbation for fast, robust, and model-agnostic saliency mapping J Cooper, O Arandjelović, DJ Harrison Pattern Recognition 129, 108743, 2022 | 20 | 2022 |
SolidGoldMagikarp (plus, prompt generation) J Rumbelow, M Watkins https://www.lesswrong.com/posts/aPeJE8bSo6rAFoLqg/solidgoldmagikarp-plus …, 2023 | 14 | 2023 |
Understanding ancient coin images J Cooper, O Arandjelović Recent Advances in Big Data and Deep Learning: Proceedings of the INNS Big …, 2020 | 14 | 2020 |
Learning to describe: a new approach to computer vision based ancient coin analysis J Cooper, O Arandjelović Sci 2 (2), 27, 2020 | 13 | 2020 |
How good is the science that informs government policy? A lesson from the UK’s response to 2020 CoV-2 outbreak J Cooper, N Dimitriou, O Arandjelovíc Journal of Bioethical Inquiry 18 (4), 561-568, 2021 | 12 | 2021 |
Weakly supervised learning and interpretability for endometrial whole slide image diagnosis M Mohammadi, J Cooper, O Arandelović, C Fell, D Morrison, S Syed, ... Experimental Biology and Medicine 247 (22), 2025-2037, 2022 | 11 | 2022 |
SolidGoldMagikarp (plus, prompt generation). 2023 J Rumbelow, M Watkins URL: https://www. alignmentforum. org/posts/aPeJE8bSo6rAFoLqg …, 2023 | 6 | 2023 |
Lymphocyte classification from hoechst stained slides with deep learning J Cooper, IH Um, O Arandjelović, DJ Harrison Cancers 14 (23), 5957, 2022 | 6 | 2022 |
Believe the hipe: Hierarchical perturbation for fast and robust explanation of black box models J Cooper, O Arandjelovic, D Harrison arXiv preprint arXiv:2103.05108, 2021 | 5 | 2021 |
Open Problems in Mechanistic Interpretability L Sharkey, B Chughtai, J Batson, J Lindsey, J Wu, L Bushnaq, ... arXiv preprint arXiv:2501.16496, 2025 | 3 | 2025 |
Model agnostic interpretability J Rumbelow The University of St Andrews, 2024 | 2 | 2024 |
The SaTML'24 CNN Interpretability Competition: New Innovations for Concept-Level Interpretability S Casper, J Yun, J Baek, Y Jung, M Kim, K Kwon, S Park, H Moore, ... arXiv preprint arXiv:2404.02949, 2024 | 2 | 2024 |
SolidGoldMagikarp III: Glitch token archaelogy J Rumbelow, M Watkins Accessed on April 11, 2023, 2023 | 2 | 2023 |
Hoechst is all you need: Lymphocyte classification with deep learning J Cooper, IH Um, O Arandjelović, DJ Harrison arXiv preprint arXiv:2107.04388, 2021 | 2 | 2021 |
Why did ChatGPT say that? Prompt engineering and more, with PIZZA. J Rumbelow | | 2024 |
Prototype Generation: Robust Feature Visualisation for Data Independent Interpretability A Tagade, J Rumbelow arXiv preprint arXiv:2309.17144, 2023 | | 2023 |
SolidGoldMagikarp II: technical details and more recent findings M Watkins, J Rumbelow https://www.lesswrong.com/posts/Ya9LzwEbfaAMY8ABo/solidgoldmagikarp-ii …, 2023 | | 2023 |