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

Frequent Co-Authors

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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2021-2021 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperEvolutionary Biology

A. Karpatne

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1 paper

Recent·Most cited

Hierarchy-guided Neural Networks for Species Classification

M. Elhamod, K. M. Diamond, A. M. Maga, Y. Bakis, H. L. Bart, P. Mabee, W. Dahdul, J. Leipzig, J. Greenberg, B. Avants, 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.

bioRxiv · Jan 17, 2021Evolutionary Biology