Author

F. Stauffer

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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Bioengineering· 1 Plant Biology· 1

Signature Assays, Organisms & Methods

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Organism:C. elegans· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Assay:imaging· 1 Research Focus:phylogenetics / evolution· 1 Organism:plant (other)· 1 Approach:statistical model· 1

Frequent Co-Authors

A. Antonelli· 1 shared A. Bonnin· 1 shared A. J. Helmstetter· 1 shared A. M. Reichmuth· 1 shared A. Zizka· 1 shared B. Sonke· 1 shared C. D. Bacon· 1 shared C. Forro· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperPlant Biology

A. Antonelli

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Author profile →

2 papers

Recent·Most cited

Unravelling the phylogenomic relationships of the most diverse African palm genus Raphia (Calamoideae, Arecaceae)

A. J. Helmstetter, S. Mogue Kamga, K. Bethune, T. Lautenschläeger, A. Zizka, C. D. Bacon, J. J. Wieringa, F. Stauffer, A. Antonelli, B. Sonke, T. L. P. Couvreur

This study uses phylogenomic analysis to clarify the relationships within the African palm genus Raphia, finding five clades and supporting morphological classification while highlighting unresolved species boundaries.

bioRxiv · Mar 9, 2020Plant Biology

UDCT: Unsupervised data to content transformation with histogram-matching cycle-consistent generative adversarial networks

S. J. Ihle, A. M. Reichmuth, S. Girardin, H. Han, F. Stauffer, A. Bonnin, M. F. M. Stampanoni, J. Voros, C. Forro

This paper introduces an unsupervised image segmentation method using cycleGAN-inspired techniques and benchmarks it against a supervised network on cell-counting tasks.

bioRxiv · Mar 1, 2019Bioengineering