James Chapman

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Canonical Correlation Analysis

Imaging Modalities

Top Venues

J. Open Source Softw.

Publications

James Chapman, Lennie Wells, Ana Lawry Aguila
Unconstrained Stochastic CCA: Unifying Multiview and Self-Supervised Learning. ICLR (2024)
James Chapman, Ana Lawry Aguila, Lennie Wells
Efficient Algorithms for the CCA Family: Unconstrained Objectives with Unbiased Gradients. CoRR (2023)
Ana Lawry Aguila, James Chapman, André Altmann
Multi-modal Variational Autoencoders for Normative Modelling Across Multiple Imaging Modalities. MICCAI (1) (2023)
Ana Lawry Aguila, James Chapman, André Altmann
Multi-modal Variational Autoencoders for normative modelling across multiple imaging modalities. CoRR (2023)
Ana Lawry Aguila, James Chapman, Mohammed Janahi, André Altmann
Conditional VAEs for Confound Removal and Normative Modelling of Neurodegenerative Diseases. MICCAI (1) (2022)
James Chapman, Ana Lawry Aguila, Lennie Wells
A Generalized EigenGame with Extensions to Multiview Representation Learning. CoRR (2022)
James Chapman, Hao-Ting Wang
CCA-Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic CCA methods in a scikit-learn style framework. J. Open Source Softw. 6 (68) (2021)