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Staff profile

Overview

Jonathan Frawley

Postgraduate Student

Affiliations
AffiliationTelephone
Postgraduate Student in the Department of Computer Science
Research Software Engineer in the Advanced Research Computing+44 (0) 191 33 41388

Publications

Conference Paper

  • Self-Regulated Sample Diversity in Large Language Models
    Liu, M., Frawley, J., Wyer, S., Shum, H. P. H., Uckelman, S. L., Black, S., & Willcocks, C. G. (2024). Self-Regulated Sample Diversity in Large Language Models. In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (pp. 1891–1899). Association for Computational Linguistics.
  • MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray
    Corona-Figueroa, A., Frawley, J., Bond-Taylor, S., Bethapudi, S., Shum, H. P., & Willcocks, C. G. (2022). MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray. Presented at 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, Scotland. https://doi.org/10.1109/embc48229.2022.9871757
  • Robust 3D U-Net Segmentation of Macular Holes
    Frawley, J., Willcocks, C. G., Habib, M., Geenen, C., Steel, D. H., & Obara, B. (2021). Robust 3D U-Net Segmentation of Macular Holes. In A. Pakrashi, E. Rushe, M. H. Z. Bazargani, & B. Mac Namee (Eds.), CEUR Workshop Proceedings (pp. 36-47). CEUR-WS.org.

Journal Article

  • PyAutoGalaxy: Open-Source Multiwavelength Galaxy Structure & Morphology
    Nightingale, J. W., Amvrosiadis, A., Hayes, R. G., He, Q., Etherington, A., Cao, X., Cole, S., Frawley, J., Frenk, C. S., Lange, S., Li, R., Massey, R. J., Negrello, M., & Robertson, A. (2023). PyAutoGalaxy: Open-Source Multiwavelength Galaxy Structure & Morphology. Journal of Open Source Software, 8(81), Article 4475. https://doi.org/10.21105/joss.04475
  • Bayesian Emulation and History Matching of JUNE
    Vernon, I., Owen, J., Aylett-Bullock, J., Cuestra-Lazaro, C., Frawley, J., Quera-Bofarull, A., Sedgewick, A., Shi, D., Truong, H., Turner, M., Walker, J., Caulfield, T., Fong, K., & Krauss, F. (2022). Bayesian Emulation and History Matching of JUNE. Philosophical Transactions A, 380(2233), Article 20220039. https://doi.org/10.1098/rsta.2022.0039