Ms. Sophia Abraham Profile

Sophia Abraham

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Publications (2)

Proceedings Article | 7 June 2024 Presentation + Paper

Multi-objective optimization with homotopy-based strategies for enhanced multimodal automatic target recognition models

Sophia Abraham, Steve Cruz, Suya You, Jonathan Hauenstein, Walter Scheirer

Proceedings Volume 13039, 1303903 (2024) https://doi.org/10.1117/12.3012394

KEYWORDS: Education and training, Automatic target recognition, Data modeling, Visual process modeling, Visualization, Machine learning, Performance modeling, Mathematical optimization, Semantics, Target recognition

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Proceedings Article | 13 June 2023 Presentation + Paper

Efficient hyperparameter optimization for ATR using homotopy parametrization

Sophia Abraham, Jeffrey Kinnison, Zachary Miksis, Domenick Poster, Suya You, Jonathan Hauenstein, Walter Scheirer

Proceedings Volume 12521, 1252107 (2023) https://doi.org/10.1117/12.2662753

KEYWORDS: Object detection, Data modeling, Automatic target recognition, Mathematical optimization, Detection and tracking algorithms, Performance modeling, Visual process modeling, Target detection, Overfitting

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