Joshua Mitton - researchr alias

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Viewing Publication 1 - 4 from 4

2023

Robustness, scalability and interpretability of equivariant neural networks across different low-dimensional geometriesJoshua Mitton. PhD thesis, University of Glasgow, UK, 2023. [doi]

Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectraEmmanuel P. Mwanga, Doreen J. Siria, Joshua Mitton, Issa H. Mshani, Mario González-Jiménez, Prashanth Selvaraj, Klaas Wynne, Francesco Baldini, Fredros O. Okumu, Simon A. Babayan. bmcbi, 24(1):11, 2023. [doi]

2022

Convolutional Point TransformerChaitanya Kaul, Joshua Mitton, Hang Dai, Roderick Murray-Smith. ACCV 2023: 308-324 [doi]

Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical FibresJoshua Mitton, Simon Peter Mekhail, Miles J. Padgett, Daniele Faccio, Marco Aversa, Roderick Murray-Smith. nips 2022: [doi]

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