Joshua Mitton

According to our database, Joshua Mitton authored at least 11 papers between 2021 and 2024.

Collaborative distances:

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

2024

Helios: An extremely low power event-based gesture recognition for always-on smart eyewear.

Prarthana Bhattacharyya, Joshua Mitton, Ryan Page, Owen Morgan, Ben Menzies, Gabriel Homewood, Kemi Jacobs, Paolo Baesso, Dave Trickett, Chris Mair, Taru Muhonen, Rory Clark, Louis Berridge, Richard Vigars, Iain Wallace

CoRR, 2024

2023

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

Joshua Mitton

PhD thesis, 2023

Subgraph Permutation Equivariant Networks.

Joshua Mitton, Roderick Murray-Smith

Trans. Mach. Learn. Res., 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