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Publications about 'Weak Supervision'
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Articles in journal, book chapters
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Ivan Robert Nabi,
Ben Cardoen,
Ismail M. Khater,
Guang Gao,
Timothy H. Wong,
and Ghassan Hamarneh.
AI-based analysis of super-resolution microscopy: Biological discovery in the absence of ground truth.
The Journal Of Cell Biology (JCB),
223(8):e202311073,
8 2024.
Keyword(s): Super Resolution Microscopy,
Deep Learning,
Machine Learning,
Weak Supervision,
Survey/Review.
[bibtex-key = jcb2024]
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Christian Hallgrimson,
Y. Lydia Li,
Ben Cardoen,
John Lim,
Timothy H. Wong,
Ismail M. Khater,
Ivan Robert Nabi,
and Ghassan Hamarneh.
Adversarial erasing enhanced multiple instance learning (siMILe): Discriminative identification of oligomeric protein structures in single molecule localization microscopy.
Technical report biorxiv:2025.09.29.679377,
Simon Fraser Universiry,
9 2025.
Keyword(s): Super Resolution Microscopy,
Single Molecule Localization Microscopy,
Machine Learning,
Weak Supervision.
[bibtex-key = biorxiv_2025_09_29_679377]
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Ivan Robert Nabi,
Ben Cardoen,
Ismail M. Khater,
Guang Gao,
Timothy H. Wong,
and Ghassan Hamarneh.
AI-based analysis of super-resolution microscopy: Biological discovery in the absence of ground truth.
Technical report arxiv.2305.17193,
Simon Fraser Universiry,
5 2023.
Keyword(s): Machine Learning,
Deep Learning,
Weak Supervision,
Super Resolution Microscopy,
Validation.
[bibtex-key = arxiv:2305.17193]
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Last modified: Wed Oct 1 18:17:17 2025
Author: hamarneh.
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