Author

Cyrill Stachniss

University of BonnORCID 0000-0003-1173-6972Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1

Frequent Co-Authors

Andreé Hamm· 1 shared Antonia V. MayriD· 1 shared Jana KierdorfiD· 1 shared Jens BehleyiD· 1 shared Julian BaueriD· 1 shared Lukas Drees· 1 shared Phillip Jens NachtweideiD· 1 shared Ribana RoscheriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

Andreé Hamm

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

A Computer Vision Dataset for Pollinator Detection under Real Field Conditions

Yue Linn Chong, Phillip Jens Nachtweide, Julian Bauer, Andreé Hamm, Jana Kierdorf, Lukas Drees, Cyrill Stachniss, Jens Behley, Thomas Felix Döring, Ribana Roscher, Sabine Julia Seidel, Antonia V. Mayr

This paper introduces a pollinator detection dataset with accurate annotations, showing a 28.7% increase in mAP using an iterative semi-automatic annotation approach with YOLO.

bioRxiv · Oct 27, 2025 · PreprintEcology