Ana Lawry Aguila

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Radiographic Images

Imaging Modalities

Multi View Clustering

Neurodegenerative Diseases

Top Venues

J. Open Source Softw.

Publications

Ana Lawry Aguila, André Altmann
A tutorial on multi-view autoencoders using the multi-view-AE library. CoRR (2024)
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, Alejandra Jayme, Nina Montaña Brown, Vincent Heuveline, André Altmann
Multi-view-AE: A Python package for multi-view autoencoder models. J. Open Source Softw. 8 (86) (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)