Rapid age-grading and species identification of natural mosquitoes for malaria surveillance DJ Siria, R Sanou, J Mitton, EP Mwanga, A Niang, I Sare, PCD Johnson, ... Nature Communications 13 (1), 1501, 2022 | 38 | 2022 |
A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs J Mitton, HM Senn, K Wynne, R Murray-Smith arXiv, 2021 | 21 | 2021 |
Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra EP Mwanga, DJ Siria, J Mitton, IH Mshani, M González-Jiménez, ... BMC bioinformatics 24 (1), 11, 2023 | 8 | 2023 |
Rotation equivariant deforestation segmentation and driver classification J Mitton, R Murray-Smith arXiv preprint arXiv:2110.13097, 2021 | 7 | 2021 |
Subgraph Permutation Equivariant Networks J Mitton, R Murray-Smith arXiv preprint arXiv:2111.11840, 2021 | 3* | 2021 |
Cpt: Convolutional point transformer for 3d point cloud processing C Kaul, J Mitton, H Dai, R Murray-Smith arXiv preprint arXiv:2111.10866, 2021 | 3 | 2021 |
Bessel equivariant networks for inversion of transmission effects in multi-mode optical fibres J Mitton, S Mekhail, M Padgett, D Faccio, M Aversa, R Murray-Smith Advances in Neural Information Processing Systems 35, 16010-16022, 2022 | 2 | 2022 |
Convolutional point transformer C Kaul, J Mitton, H Dai, R Murray-Smith Proceedings of the Asian Conference on Computer Vision, 303-319, 2022 | 2 | 2022 |
Rapid ageing and species identification of natural mosquitoes for malaria surveillance DJ Siria, R Sanou, J Mitton, E Mwanga, A Niang, P Johnson, G Foster, ... AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE 105 (5), 239-239, 2021 | 1 | 2021 |
Robustness, scalability and interpretability of equivariant neural networks across different low-dimensional geometries J Mitton University of Glasgow, 2023 | | 2023 |
Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image J Mitton, C Kaul, R Murray-Smith arXiv preprint arXiv:2111.13023, 2021 | | 2021 |