IAS-8 Publikationen 2025

Poster (Other) Bruns, B.FZJ*
Modernizing Legacy Infrastructure Monitoring: Enhancing Performance with Prometheus and GitLab CI/CD
20255th conference for Research Software Engineering in Germany (deRSE25), deRSE25, KarlsruheKarlsruhe, Germany, 25 Feb 2025 - 1 Mar 20252025-02-252025-03-01 Fulltext BibTeX | EndNote: XML, Text | RIS

Journal Article Buffat, J. (Corresponding author)FZJ* ; Pato, M. ; Alonso, K. ; Auer, S. ; Carmona, E. ; Maier, S. ; Müller, R. ; Rademske, P.FZJ* ; Siegmann, B.FZJ* ; Rascher, U.FZJ* ; Scharr, H.FZJ*
A multi-layer perceptron approach for SIF retrieval in the O2-A absorption band from hyperspectral imagery of the HyPlant airborne sensor system
Remote sensing of environment 318, 114596 - (2025) [10.1016/j.rse.2024.114596]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Contribution to a book Buffat, J. (Corresponding author)FZJ* ; Pato, M. ; Alonso, K. ; Auer, S. ; Carmona, E. ; Maier-Bogacki, S.FZJ* ; Müller, R. ; Rademske, P.FZJ* ; Rascher, U.FZJ* ; Scharr, H.FZJ*
Retrieval of sun-induced plant fluorescence in theO2-A absorption band from DESIS imagery
2025Del Bue (Eds), Computer Vision # ECCV 20 Italy : Springer 21 pp. (2025)2025 Files BibTeX | EndNote: XML, Text | RIS

Proceedings Draganov, A. A.FZJ* ; Sharvaree, V. ; Sebastian, D. ; Böhm, J. N. ; Maes, L. ; Kobak, D. ; Bekkers, E.
On the Importance of Embedding Norms in Self-Supervised Learning
202542 nd International Conference on Machine Learning, Vancouver, Canada.Vancouver, Canada., Canada, 13 Jul 2025 - 19 Jul 20252025-07-132025-07-19 BibTeX | EndNote: XML, Text | RIS

Journal Article Friederich, N. (Corresponding author) ; Yamachui Sitcheu, A. J. ; Nassal, A. ; Yildiz, E.FZJ* ; Pesch, M.FZJ* ; Beichter, M. ; Scholtes, L.FZJ* ; Akbaba, B. ; Lautenschlager, T. ; Neumann, O. ; Kohlheyer, D.FZJ* ; Scharr, H.FZJ* ; Seiffarth, J.FZJ* ; Nöh, K.FZJ* ; Mikut, R.
EAP4EMSIG – enhancing event-driven microscopy for microfluidic single-cell analysis
Automatisierungstechnik 73(10), 808 - 823 (2025) [10.1515/auto-2025-0018]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Preprint Paul, R. D.FZJ* ; Seiffarth, J.FZJ* ; Rügamer, D. ; Scharr, H.FZJ* ; Nöh, K.FZJ* ; Scharr, H.FZJ*
How To Make Your Cell Tracker Say 'I dunno!'
arXiv (2025) [10.48550/ARXIV.2503.09244]2025 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Quercia, A. (Corresponding author)FZJ* ; Yildiz, E.FZJ* ; Cao, Z.FZJ* ; Krajsek, K.FZJ* ; Morrison, A.FZJ* ; Assent, I.FZJ* ; Scharr, H.FZJ*
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks
2025IEEE/CVF Winter Conference on Applications of Computer Vision, WACV, TucsonTucson, USA, 28 Feb 2025 - 4 Mar 20252025-02-282025-03-04 8 pp. (2025)2025 BibTeX | EndNote: XML, Text | RIS

Preprint Quercia, A.FZJ* ; Cao, Z.FZJ* ; Bangun, A.FZJ* ; Paul, R. D.FZJ* ; Morrison, A.FZJ* ; Assent, I.FZJ* ; Scharr, H.FZJ*
1LoRA: Summation Compression for Very Low-Rank Adaptation
arXiv (2025) [10.48550/arXiv.2503.08333]2025 arXiv Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Journal Article - Online First Quercia, A.FZJ* ; Nader, F. ; Morrison, A.FZJ* ; Scharr, H.FZJ* ; Assent, I.FZJ*
Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection
Knowledge and information systems 2025, 31 (2025) [10.1007/s10115-025-02563-7]2025 BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Quercia, A. (Corresponding author)FZJ* ; Cao, Z.FZJ* ; Bangun, A.FZJ* ; Paul, R. D.FZJ* ; Morrison, A.FZJ* ; Assent, I.FZJ* ; Scharr, H.FZJ*
Summation Compression for Very-Low Rank Adaptation
2025Helmholtz AI Conference, RWTH AachenKarlsruhe, RWTH Aachen, Germany, 3 Jun 2025 - 5 Jun 20252025-06-032025-06-05 BibTeX | EndNote: XML, Text | RIS

Master Thesis Rathore, O.FZJ*
Uncertainty Estimation in the Segmentation of Brain Magnetic Resonance Angiograms
52 pp. (2025)2025 = Masterarbeit, RWTH, 2024 BibTeX | EndNote: XML, Text | RIS

Preprint Seiffarth, J.FZJ* ; Kasahara, K.FZJ* ; Bund, M.FZJ* ; Lückel, B.FZJ* ; Paul, R. D.FZJ* ; Pesch, M.FZJ* ; Witting, L.FZJ* ; Bott, M.FZJ* ; Kohlheyer, D.FZJ* ; Nöh, K.FZJ*
acia-workflows: Automated Single-cell Imaging Analysis for Scalable and Deep Learning-based Live-cell Imaging Analysis Workflows
arXiv (2025) [10.48550/ARXIV.2510.05886]2025 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Seiffarth, J.FZJ* ; Blöbaum, L. ; Paul, R. D.FZJ* ; Friederich, N. ; Sitcheu, A. J. Y. ; Mikut, R. ; Scharr, H.FZJ* ; Grünberger, A. ; Nöh, K.FZJ*
Tracking One-in-a-Million: Large-Scale Benchmark for Microbial Single-Cell Tracking with Experiment-Aware Robustness Metrics
2025Computer Vision – ECCV 2024 Workshops / Del Bue, Alessio (Editor) ; Cham : Springer Nature Switzerland, 2025, Chapter 20 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-031-91720-2=978-3-031-91721-9 ; doi:10.1007/978-3-031-91721-9
ECCV 2024, MilanoMilano, Italy, 29 Sep 2024 - 4 Oct 20242024-09-292024-10-04 Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 15638, 318 - 334 (2025) [10.1007/978-3-031-91721-9_20]2025 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Sitcheu, A. ; Friederich, N. ; Yildiz, E.FZJ* ; Seiffarth, J.FZJ* ; Beichter, M. ; Pesch, M.FZJ* ; Nassal, A. ; Akbaba, B. ; Scholtes, L.FZJ* ; Lautenschlager, T. ; Scharr, H.FZJ* ; Nöh, K.FZJ* ; Kohlheyer, D.FZJ* ; Mikut, R.
EAP4EMSIG - An AI-powered pipeline for real-time event-based experiment automation in microfluidic live cell imaging
2025Helmholtz Imaging Conference, PotsdamPotsdam, Germany, 25 Jun 2025 - 27 Jun 20252025-06-252025-06-27 BibTeX | EndNote: XML, Text | RIS

Poster (After Call) Sitcheu, A. ; Friederich, N. ; Yildiz, E.FZJ* ; Seiffarth, J.FZJ* ; Beichter, M. ; Pesch, M.FZJ* ; Nassal, A. ; Akbaba, B. ; Scholtes, L.FZJ* ; Lautenschlager, T. ; Scharr, H.FZJ* ; Nöh, K.FZJ* ; Kohlheyer, D.FZJ* ; Mikut, R.
EAP4EMSIG - An AI-powered pipeline for real-time event-based experiment automation in microfluidic live cell imaging
2025Helmholtz Imaging Conference, PotsdamPotsdam, Germany, 25 Jun 2025 - 27 Jun 20252025-06-252025-06-27 BibTeX | EndNote: XML, Text | RIS

Letzte Änderung: 17.10.2025