Joshua Mitton

According to our database, Joshua Mitton authored at least 9 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Robustness, scalability and interpretability of equivariant neural networks across different low-dimensional geometries.

Joshua Mitton

PhD thesis, 2023

Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra.

Emmanuel 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

BMC Bioinform., 2023

2022

Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres.

Joshua Mitton, Simon Peter Mekhail, Miles J. Padgett, Daniele Faccio, Marco Aversa, Roderick Murray-Smith

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Convolutional Point Transformer.

Chaitanya Kaul, Joshua Mitton, Hang Dai, Roderick Murray-Smith

Proceedings of the Computer Vision - ACCV 2022 Workshops, 2022

2021

Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image.

Joshua Mitton, Chaitanya Kaul, Roderick Murray-Smith

CoRR, 2021

Local Permutation Equivariance For Graph Neural Networks.

Joshua Mitton, Roderick Murray-Smith

CoRR, 2021

CpT: Convolutional Point Transformer for 3D Point Cloud Processing.

Chaitanya Kaul, Joshua Mitton, Hang Dai, Roderick Murray-Smith

CoRR, 2021

Rotation Equivariant Deforestation Segmentation and Driver Classification.

Joshua Mitton, Roderick Murray-Smith

CoRR, 2021

A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs.

Joshua Mitton, Hans M. Senn, Klaas Wynne, Roderick Murray-Smith

CoRR, 2021