Author

CHARLES E. TAYLOR

University of California, Los AngelesORCID 0000-0002-5202-3445Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1

Frequent Co-Authors

Edgar E. VallejoiD· 1 shared Santiago RenteríaiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Edgar E. VallejoORCID

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1 paper

Recent·Most cited

Birdsong Phrase Verification and Classification Using Siamese Neural Networks

Santiago Rentería, Edgar E. Vallejo, CHARLES E. TAYLOR

This paper uses Siamese Neural Networks for few-shot classification of bird phrases, overcoming data scarcity and class imbalance with state-of-the-art performance.

bioRxiv · Mar 16, 2021 · PreprintBioinformatics