Author

Juhi M Singh

Indian Institute of Science BangaloreORCID 0000-0002-6071-3307Unclaimed 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 Research Focus:differential expression· 1 Assay:protein sequence· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Anuj Pal· 1 shared Dhruvi Solanki· 1 shared Jitin SinglaiD· 1 shared Parikshit PareekiD· 1 shared Raunak Kumar· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Anuj Pal

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1 paper

Recent·Most cited

Coarse composition suffices: tabular in-context learning for multi-activity antimicrobial peptide profiling

Anuj Pal, Raunak Kumar, Dhruvi Solanki, Parikshit Pareek, Juhi M Singh, Jitin Singla

The paper shows a sequence-only pipeline using TabPFN achieves high accuracy in multi-activity antimicrobial peptide profiling, outperforming complex deep models.

bioRxiv · Sep 6, 2026 · PreprintBioinformatics