Author

U. K. Frei

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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 Research Focus:differential expression· 1 Assay:imaging· 1 Organism:plant (other)· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

B. Ganapathysubramanian· 1 shared D. Dong· 1 shared K. Nagasubramanian· 1 shared R. Wang· 1 shared T. Lübberstedt· 1 shared T. Z. Jubery· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperPlant Biology

B. Ganapathysubramanian

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1 paper

Recent·Most cited

Self-Supervised Maize Kernel Classification and Segmentation for Embryo Identification

D. Dong, K. Nagasubramanian, R. Wang, U. K. Frei, T. Z. Jubery, T. Lübberstedt, B. Ganapathysubramanian

This paper applies self-supervised learning to maize kernel classification and segmentation, showing improved performance and annotation efficiency compared to supervised methods.

Frontiers in Plant Science · Apr 14, 2023Peer-reviewedPlant Biology