Staff Profile
Sam Bond-Taylor
Postgraduate Student in the Department of Computer Science
(email at samuel.e.bond-taylor@durham.ac.uk)
Biography
I am a PhD student in Computer Science at Durham University. My research is in the field of deep learning with a focus on unsupervised learning, generative modelling, probabilistic modelling, and machine reasoning.
Research Interests
- Deep Learning
- Generative Models
- Machine Reasoning
Publications
- 1: Bond-Taylor, S. & Willcocks, C.G. (2021), Gradient Origin Networks, The 9th International Conference on Learning Representations.
- 2: Leach, Adam, Rudden, Lucas S.P., Bond-Taylor, Sam, Brigham, John C., Degiacomi, Matteo T. & Willcocks, Chris G. (2020), Shape tracing: An extension of sphere tracing for 3D non-convex collision in protein docking, 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE) 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE). 49-52.