Author

Santiago Rentería

Tecnológico de MonterreyORCID 0000-0002-5024-6397Unclaimed 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

CHARLES E. TAYLORiD· 1 shared Edgar E. VallejoiD· 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

CHARLES E. TAYLORORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMar 16, 2021

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.

4 citations

deep learningbenchmarking