| 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 | 636 | 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 | 91 | 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 | 72 | 2022 |
| -Diff: Infinite Resolution Diffusion with Subsampled Mollified States S Bond-Taylor, CG Willcocks International Conference on Learning Representations, 2024 | 19 | 2024 |
| MAIRA-2: Grounded radiology report generation S Bannur, K Bouzid, DC Castro, A Schwaighofer, A Thieme, ... arXiv preprint arXiv:2406.04449, 2024 | 18 | 2024 |
| Gradient Origin Networks S Bond-Taylor, CG Willcocks International Conference on Learning Representations, 2021 | 17 | 2021 |
| RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision F Pérez-García, H Sharma, S Bond-Taylor, K Bouzid, V Salvatelli, M Ilse, ... arXiv preprint arXiv:2401.10815, 2024 | 15 | 2024 |
| 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, 2025 | 4 | 2025 |
| 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 | 2 | 2024 |
| 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 | | 2025 |
| 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 | | 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 UniversityVerified email at durham.ac.uk
