Author

Stéphane Jumel

Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement

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

Biology Disciplines

Click to filter author papers

Plant Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Organism:plant (other)· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Alexis JolyiD· 1 shared Lydia BoussetiD· 1 shared Melen LeclerciD· 1 shared Nicolas PariseyiD· 1 shared Romane DuboisiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperPlant Biology

Alexis JolyORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Plant BiologySmart Agricultural TechnologyPeer-reviewedSep 4, 2026

Text guidance is powerful but prompt-sensitive for weakly-supervised leaf symptom segmentation

Romane Dubois, Lydia Bousset, Stéphane Jumel…·Alexis Joly

The paper evaluates text-guided segmentation using SAM3 for weakly supervised leaf symptom segmentation, finding text guidance matches or outperforms conventional methods but is prompt-sensitive, with hybrid approaches improving robustness.

DOI 10.1016/j.atech.2026.102544

plant (other)imaging

𝕏 PostBluesky