Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models S Bond-Taylor, A Leach, Y Long, CG Willcocks
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
658 2021 MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray A Corona-Figueroa, J Frawley, S Bond-Taylor, S Bethapudi, HPH Shum, ...
Proceedings of the 2022 Annual International Conference of the IEEE …, 2022
94 2022 Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes S Bond-Taylor, P Hessey, H Sasaki, TP Breckon, CG Willcocks
European Conference on Computer Vision, 2022
73 2022 MAIRA-2: Grounded radiology report generation S Bannur, K Bouzid, DC Castro, A Schwaighofer, A Thieme, ...
arXiv preprint arXiv:2406.04449, 2024
20 2024 S Bond-Taylor, CG Willcocks
International Conference on Learning Representations, 2024
19 2024 Gradient Origin Networks S Bond-Taylor, CG Willcocks
International Conference on Learning Representations, 2021
17 2021 Exploring scalable medical image encoders beyond text supervision F Pérez-García, H Sharma, S Bond-Taylor, K Bouzid, V Salvatelli, M Ilse, ...
Nature Machine Intelligence, 1-12, 2025
16 * 2025 Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers A Corona-Figueroa, S Bond-Taylor, N Bhowmik, YFA Gaus, TP Breckon, ...
Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision …, 2023
6 2023 RadEdit: stress-testing biomedical vision models via diffusion image editing F Pérez-García, S Bond-Taylor, PP Sanchez, B van Breugel, DC Castro, ...
European Conference on Computer Vision, 358-376, 2024
4 2024 MAIRA at RRG24: A specialised large multimodal model for radiology report generation S Srivastav, M Ranjit, F Pérez-García, K Bouzid, S Bannur, DC Castro, ...
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing …, 2024
3 2024 MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models H Sharma, V Salvatelli, S Srivastav, K Bouzid, S Bannur, DC Castro, ...
Machine Learning for Health Symposium, 2024
1 2024 Shape tracing: An extension of sphere tracing for 3D non-convex collision in protein docking A Leach, LSP Rudden, S Bond-Taylor, JC Brigham, MT Degiacomi, ...
2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020
2020 
Chris G. WillcocksAssociate Professor, Durham UniversityAdresse e-mail validée de durham.ac.uk
