Helmholtz AI

⇧ Impuls- und Vernetzungsfonds ⇧

Recent Publications

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS | 

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Upschulte, E. (Corresponding author)FZJ* ; Amunts, K.FZJ* ; Dickscheid, T.FZJ*
Contour Proposal Networks with Deep Refinement for Dense High-Throughput Instance Segmentation
2026Helmholtz AI Conference 2026, HAICON26, MünchenMünchen, Germany, 8 Jun 2026 - 11 Jun 20262026-06-082026-06-11   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Boztoprak, Z. (Corresponding author)FZJ* ; Amunts, K.FZJ* ; Axer, M.FZJ* ; Dickscheid, T.FZJ* ; Schiffer, C.FZJ*
From Learned Representation To Localization: Towards Semantic Integration Of Microscopic Data In The Human Brain
2026Helmholtz AI Conference 2026, HAICON26, MünchenMünchen, Germany, 8 Jun 2026 - 11 Jun 20262026-06-082026-06-11   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Sutton, M. P. (Corresponding author)FZJ* ; Amunts, K.FZJ* ; Dickscheid, T.FZJ* ; Schiffer, C.FZJ*
Cytoarchitecture in Words: Weakly Supervised Vision–Language Modeling for Human Brain Microscopy
2026Helmholtz AI Conference 2026, HAICON26, MünchenMünchen, Germany, 8 Jun 2026 - 11 Jun 20262026-06-082026-06-11   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Kropp, J.-O. (Corresponding author)FZJ* ; Amunts, K.FZJ* ; Dickscheid, T.FZJ* ; Schiffer, C.FZJ*
muBRAND: Multi-Branch Diffusion for Flexible Generation and Inpainting of Image Series
2026Helmholtz AI Conference 2026, HAICON26, MünchenMünchen, Germany, 8 Jun 2026 - 11 Jun 20262026-06-082026-06-11   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Sutton, M. (Corresponding author)FZJ* ; Amunts, K.FZJ* ; Dickscheid, T.FZJ* ; Schiffer, C.FZJ*
Cytoarchitecture in Words: Weakly Supervised Vision-Language Modeling for Human Brain Microscopy
arxiv (2026) [10.48550/arXiv.2602.23088]2026   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Römer, J. (Corresponding author)FZJ* ; Dickscheid, T.FZJ*
Depth-Wise Representation Development Under Blockwise Self-Supervised Learning for Video Vision Transformers
arXiv (2026) [10.48550/arXiv.2601.09040]2026   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Schiffer, C. (Corresponding author)FZJ* ; Thönnißen, J.FZJ* ; Bode, M.FZJ* ; Moore, J. ; Amunts, K.FZJ* ; Dickscheid, T.FZJ*
The Road to Exascale: Lessons Learned from Scaling a Scientific AI Workflow to 16,384 GPUs
2026Helmholtz AI Conference 2026, HAICON26, MünchenMünchen, Germany, 8 Jun 2026 - 11 Jun 20262026-06-082026-06-11   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Upadhyay, U.FZJ* ; Pucci, F. ; Herold, J. ; Schug, A. (Corresponding author)FZJ*
NucleoSeeker—precision filtering of RNA databases to curate high-quality datasets
NAR: genomics and bioinformatics 7(1), lqaf021 (2025) [10.1093/nargab/lqaf021]2025   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Talk (non-conference) (Invited) Schiffer, C.FZJ*
Wissenschaft online: Künstliche Intelligenz für die Entschlüsselung des Gehirns
2025Wissenschaft online, GermanyGermany, 6 Feb 20252025-02-06   Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Schiffer, C. (Corresponding author)FZJ* ; Boztoprak, Z.FZJ* ; Kropp, J.-O.FZJ* ; Thönnißen, J.FZJ* ; Behr, K. ; Spitzer, H. ; Amunts, K.FZJ* ; Dickscheid, T.FZJ*
CytoNet: A Foundation Model for Microscopic Analysis of Cytoarchitecture in the Human Brain
2025Helmholtz Imaging Conference 2025, PotsdamPotsdam, Germany, 25 Jun 2025 - 27 Jun 20252025-06-252025-06-27 BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |