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Joshua Mitton
Joshua Mitton
Verified email at research.gla.ac.uk
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Year
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
332022
A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs
J Mitton, HM Senn, K Wynne, R Murray-Smith
arXiv, 2021
192021
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
72023
Rotation equivariant deforestation segmentation and driver classification
J Mitton, R Murray-Smith
arXiv preprint arXiv:2110.13097, 2021
62021
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
32021
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
22022
Convolutional point transformer
C Kaul, J Mitton, H Dai, R Murray-Smith
Proceedings of the Asian Conference on Computer Vision, 303-319, 2022
22022
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
12021
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
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