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James Chapman

Orcid: 0000-0002-9364-8118

Affiliations:
  • University College London, Centre for Medical Image Computing, UK


According to our database1, James Chapman authored at least 6 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2024
Unconstrained Stochastic CCA: Unifying Multiview and Self-Supervised Learning.
[BibTeX]
[DOI]
James Chapman
,
Lennie Wells
,
Ana Lawry Aguila
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Efficient Algorithms for the CCA Family: Unconstrained Objectives with Unbiased Gradients.
[BibTeX]
[DOI]
James Chapman
,
Ana Lawry Aguila
,
Lennie Wells
CoRR, 2023

Multi-modal Variational Autoencoders for Normative Modelling Across Multiple Imaging Modalities.
[BibTeX]
[DOI]
Ana Lawry Aguila
,
James Chapman
,
André Altmann
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
A Generalized EigenGame with Extensions to Multiview Representation Learning.
[BibTeX]
[DOI]
James Chapman
,
Ana Lawry Aguila
,
Lennie Wells
CoRR, 2022

Conditional VAEs for Confound Removal and Normative Modelling of Neurodegenerative Diseases.
[BibTeX]
[DOI]
Ana Lawry Aguila
,
James Chapman
,
Mohammed Janahi
,
André Altmann
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
CCA-Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic CCA methods in a scikit-learn style framework.
[BibTeX]
[DOI]
James Chapman
,
Hao-Ting Wang
J. Open Source Softw., 2021


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