Author

Imran Mumtaz

University of Agriculture FaisalabadORCID 0000-0003-4294-2971Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Plant Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Hanan Aljuaid· 1 shared Hassan TariqiD· 1 shared Muhammad MajidiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperPlant Biology

Hanan Aljuaid

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1 paper

Recent·Most cited

Plant BiologybioRxivPreprintApr 28, 2026

Multi-Scale Contextual Attention for Robust Crop and Pest Image Classification

Muhammad Majid, Hassan Tariq, Imran Mumtaz, Hanan Aljuaid

This paper introduces a Multi-Scale Contextual Attention module for crop and pest image classification, achieving high accuracy on a field-style dataset while outperforming baselines.

DOI 10.64898/2026.04.24.720764

imagingdeep learning

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