Joshua Mitton

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Rotation Invariant

Gesture Recognition

Mesh Generation

Top Venues

ACCV (Workshops)

Trans. Mach. Learn. Res.

Publications

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
Helios: An extremely low power event-based gesture recognition for always-on smart eyewear. CoRR (2024)
Joshua Mitton, Roderick Murray-Smith
Subgraph Permutation Equivariant Networks. Trans. Mach. Learn. Res. 2023 (2023)
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
Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra. BMC Bioinform. 24 (1) (2023)
Joshua Mitton, Simon Peter Mekhail, Miles J. Padgett, Daniele Faccio, Marco Aversa, Roderick Murray-Smith
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres. NeurIPS (2022)
Joshua Mitton, Simon Peter Mekhail, Miles J. Padgett, Daniele Faccio, Marco Aversa, Roderick Murray-Smith
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres. CoRR (2022)
Chaitanya Kaul, Joshua Mitton, Hang Dai, Roderick Murray-Smith
Convolutional Point Transformer. ACCV (Workshops) (2022)
Joshua Mitton, Roderick Murray-Smith
Rotation Equivariant Deforestation Segmentation and Driver Classification. CoRR (2021)
Joshua Mitton, Chaitanya Kaul, Roderick Murray-Smith
Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image. CoRR (2021)
Joshua Mitton, Hans M. Senn, Klaas Wynne, Roderick Murray-Smith
A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs. CoRR (2021)
Chaitanya Kaul, Joshua Mitton, Hang Dai, Roderick Murray-Smith
CpT: Convolutional Point Transformer for 3D Point Cloud Processing. CoRR (2021)
Joshua Mitton, Roderick Murray-Smith
Local Permutation Equivariance For Graph Neural Networks. CoRR (2021)