Active learning strategies for training deep learning microscopy segmentation models

SSRN Electronic Journal 2026 Preprint Open access

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Authors: Patxi Fernandez-Zelaia, Noah Holtham, Brad Sampson, Sebastien N. Dryepondt, Michael M. Kirka, Vincent Paquit, Christopher Ledford
DOI: 10.2139/ssrn.6187639
Cited by: 0
References: 9

Fields of Study & Subjects

Machine Learning and Algorithms Industrial Vision Systems and Defect Detection Advanced Neural Network Applications

Publication details

Journal / source
SSRN Electronic Journal
Publication date
1 January 2026
Document type
Preprint