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Joshua Mitton
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 9
Top Topics
Infrared
Rotation Invariant
Mesh Generation
Transfer Learning
Top Venues
CoRR
BMC Bioinform.
ACCV (Workshops)
NeurIPS
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Publications
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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)