Joshua Mitton

Joshua Mitton

University of Glasgow

H-index: 4

Europe-United Kingdom

About Joshua Mitton

Joshua Mitton, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at University of Glasgow, specializes in the field of Machine Learning, Deep Learning, Geometric Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra

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

Bessel equivariant networks for inversion of transmission effects in multi-mode optical fibres

Rapid age-grading and species identification of natural mosquitoes for malaria surveillance

Convolutional point transformer

Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image

Subgraph Permutation Equivariant Networks

Cpt: Convolutional point transformer for 3d point cloud processing

Joshua Mitton Information

University

Position

___

Citations(all)

63

Citations(since 2020)

63

Cited By

0

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Joshua Mitton Skills & Research Interests

Machine Learning

Deep Learning

Geometric Deep Learning

Top articles of Joshua Mitton

Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra

BMC bioinformatics

2023/1/9

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

2023

Joshua Mitton
Joshua Mitton

H-Index: 0

Bessel equivariant networks for inversion of transmission effects in multi-mode optical fibres

Advances in Neural Information Processing Systems

2022/12/6

Rapid age-grading and species identification of natural mosquitoes for malaria surveillance

Nature Communications

2022/3/21

Convolutional point transformer

2022

Rotation Equivariant 3D Hand Mesh Generation from a Single RGB Image

arXiv preprint arXiv:2111.13023

2021/11/25

Subgraph Permutation Equivariant Networks

arXiv preprint arXiv:2111.11840

2021/11/23

Joshua Mitton
Joshua Mitton

H-Index: 0

Roderick Murray-Smith
Roderick Murray-Smith

H-Index: 30

Cpt: Convolutional point transformer for 3d point cloud processing

arXiv preprint arXiv:2111.10866

2021/11/21

Rapid ageing and species identification of natural mosquitoes for malaria surveillance

Nature Communications

2022/3/21

Rotation equivariant deforestation segmentation and driver classification

arXiv preprint arXiv:2110.13097

2021/10/25

Joshua Mitton
Joshua Mitton

H-Index: 0

Roderick Murray-Smith
Roderick Murray-Smith

H-Index: 30

A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs

arXiv preprint arXiv:2104.04345

2021/4/9

See List of Professors in Joshua Mitton University(University of Glasgow)