Author

K. M. Diamond

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Evolutionary Biology· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

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A. Karpatne· 1 shared A. M. Maga· 1 shared B. Avants· 1 shared H. L. Bart· 1 shared J. Greenberg· 1 shared J. Leipzig· 1 shared M. Elhamod· 1 shared P. Mabee· 1 shared

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1 shared paperEvolutionary Biology

A. Karpatne

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Evolutionary BiologybioRxivJan 17, 2021

Hierarchy-guided Neural Networks for Species Classification

M. Elhamod, K. M. Diamond, A. M. Maga…·A. Karpatne

This paper introduces a hierarchy-guided neural network for species classification, showing improved accuracy and resilience to adversarial occlusions in fish species classification.

DOI 10.1111/2041-210x.13768

imagingdeep learning

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