Dr. Kristen Jaskie Profile

Dr. Kristen Jaskie

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Publications (6)

Proceedings Article | 8 June 2024 Presentation

Active learning for SAR data labeling and classification

Uttam Kumar Majumder, Kristen Jaskie

Proceedings Volume 13032, 130320T (2024) https://doi.org/10.1117/12.3015508

KEYWORDS: Synthetic aperture radar, Active learning

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Proceedings Article | 7 June 2024 Presentation + Paper

Quantum classification for synthetic aperture radar

Salil Naik, Nolan Vaughn, Glen Uehara, Andreas Spanias, Kristen Jaskie

Proceedings Volume 13039, 130390H (2024) https://doi.org/10.1117/12.3016462

KEYWORDS: Synthetic aperture radar, Quantum machine learning, Quantum modeling, Image classification, Quantum noise, Remote sensing, Quantum simulation, Quantum fields, Quantum circuits, Quantum computing

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Proceedings Article | 7 June 2024 Presentation + Paper

Unsupervised SAR representation learning improves classification performance

Nolan Vaughn, Bo Sullivan, Kristen Jaskie

Proceedings Volume 13039, 130390J (2024) https://doi.org/10.1117/12.3013982

KEYWORDS: Synthetic aperture radar, Data modeling, Machine learning, Feature extraction, Head, Performance modeling, Medical imaging, Image resolution, Image classification

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Proceedings Article | 15 June 2023 Presentation

VAE for SAR active learning

Kristen Jaskie, Mike Dezember, Uttam Kumar Majumder

Proceedings Volume PC12520, PC1252008 (2023) https://doi.org/10.1117/12.2663844

KEYWORDS: Synthetic aperture radar

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Proceedings Article | 15 June 2023 Presentation

Achieving nearly closed form classification accuracy by AI/ML/deep learning techniques

Uttam Kumar Majumder, James Chow, Clay Long, Kristen Jaskie, Mike Dezember

Proceedings Volume PC12520, PC1252004 (2023) https://doi.org/10.1117/12.2663775

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Proceedings Article | 13 June 2023 Presentation + Paper

An adaptive asymmetric loss function for positive unlabeled learning

Kristen Jaskie, Nolan Vaughn, Vivek Narayanaswamy, Sahba Zaare, Joseph Marvin, Andreas Spanias

Proceedings Volume 12521, 125210U (2023) https://doi.org/10.1117/12.2675650

KEYWORDS: Image classification, Education and training, Binary data, Deep learning, Neural networks, Algorithm development, Solid state lighting, Neurons, Head, Chemical vapor deposition

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Showing 5 of 6 publications

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