A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs. - Joshua Mitton; Hans M. Senn; Klaas Wynne; Roderick Murray-Smith (CoRR, 2021)

Rotation Equivariant Deforestation Segmentation and Driver Classification. - 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)

Local Permutation Equivariance For Graph Neural Networks. - Joshua Mitton; Roderick Murray-Smith (CoRR, 2021)

Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image. - Joshua Mitton; Chaitanya Kaul; Roderick Murray-Smith (CoRR, 2021)

Convolutional Point Transformer. - Chaitanya Kaul; Joshua Mitton; Hang Dai; Roderick Murray-Smith (ACCV (Workshops), 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 (NeurIPS, 2022)

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)

Subgraph Permutation Equivariant Networks. - Joshua Mitton; Roderick Murray-Smith (Trans. Mach. Learn. Res., 2023)

Robustness, scalability and interpretability of equivariant neural networks across different low-dimensional geometries. - Joshua Mitton (2023)

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; et al. (ECCV Workshops (23), 2024)

Helios 2.0: A Robust, Ultra-Low Power Gesture Recognition System Optimised for Event-Sensor based Wearables. - Prarthana Bhattacharyya; Joshua Mitton; Ryan Page; Owen Morgan; Oliver Powell; Benjamin Menzies; Gabriel Homewood; Kemi Jacobs; Paolo Baesso; Taru Muhonen; Richard Vigars; Louis Berridge (CoRR, 2025)