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Joshua Mitton
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2020 – today
- 2024
- [i7]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 abs/2407.05206 (2024) - 2023
- [b1]Joshua Mitton:
Robustness, scalability and interpretability of equivariant neural networks across different low-dimensional geometries. University of Glasgow, UK, 2023 - [j2]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): 11 (2023) - [j1]Joshua Mitton, Roderick Murray-Smith:
Subgraph Permutation Equivariant Networks. Trans. Mach. Learn. Res. 2023 (2023) - 2022
- [c2]Chaitanya Kaul, Joshua Mitton, Hang Dai, Roderick Murray-Smith:
Convolutional Point Transformer. ACCV (Workshops) 2022: 308-324 - [c1]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 - [i6]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 abs/2207.12849 (2022) - 2021
- [i5]Joshua Mitton, Hans M. Senn, Klaas Wynne, Roderick Murray-Smith:
A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs. CoRR abs/2104.04345 (2021) - [i4]Joshua Mitton, Roderick Murray-Smith:
Rotation Equivariant Deforestation Segmentation and Driver Classification. CoRR abs/2110.13097 (2021) - [i3]Chaitanya Kaul, Joshua Mitton, Hang Dai, Roderick Murray-Smith:
CpT: Convolutional Point Transformer for 3D Point Cloud Processing. CoRR abs/2111.10866 (2021) - [i2]Joshua Mitton, Roderick Murray-Smith:
Local Permutation Equivariance For Graph Neural Networks. CoRR abs/2111.11840 (2021) - [i1]Joshua Mitton, Chaitanya Kaul, Roderick Murray-Smith:
Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image. CoRR abs/2111.13023 (2021)
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