Alan R. Lowe

According to our database, Alan R. Lowe authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

PERC: a suite of software tools for the curation of cryoEM data with application to simulation, modelling and machine learning.

Beatriz Costa-Gomes, Joel Greer, Nikolai Juraschko, James Parkhurst, Jola Mirecka, Marjan Famili, Camila Rangel Smith, Oliver Strickson, Alan R. Lowe, Mark Basham, Tom Burnley

CoRR, March, 2025

2024

Affinity-VAE: Incorporating Prior Knowledge in Representation Learning from Scientific Images.

Marjan Famili, Jola Mirecka, Camila Rangel Smith, Anna Kostanska, Nikolai Juraschko, Beatriz Costa-Gomes, Colin M. Palmer, Jeyan Thiyagalingam, Tom Burnley, Mark Basham, Alan R. Lowe

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Discovering interpretable models of scientific image data with deep learning.

Christopher J. Soelistyo, Alan R. Lowe

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Machine learning enhanced cell tracking.

Christopher J. Soelistyo, Kristina Ulicna, Alan R. Lowe

Frontiers Bioinform., May, 2023

Virtual perturbations to assess explainability of deep-learning based cell fate predictors.

Christopher J. Soelistyo, Guillaume Charras, Alan R. Lowe

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Learning biophysical determinants of cell fate with deep neural networks.

Christopher J. Soelistyo, Giulia Vallardi, Guillaume Charras, Alan R. Lowe

Nat. Mach. Intell., 2022

Affinity-VAE for disentanglement, clustering and classification of objects in multidimensional image data.

Jola Mirecka, Marjan Famili, Anna Kotanska, Nikolai Juraschko, Beatriz Costa-Gomes, Colin M. Palmer, Jeyan Thiyagalingam, Tom Burnley, Mark Basham, Alan R. Lowe

CoRR, 2022

2021

Automated Deep Lineage Tree Analysis Using a Bayesian Single Cell Tracking Approach.

Kristina Ulicna, Giulia Vallardi, Guillaume Charras, Alan R. Lowe

Frontiers Comput. Sci., 2021