IAS-8 Publikationen 2025
Poster (After Call) - Online First
No more shots in the dark - Highly efficient compression basis for live ptychography
Retreat of the Institute for Advanced Simulation, IAS-retreat, JülichJülich, Germany, 27 May 2025 - 27 May 2025
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Preprint
FlowTIE: Flow-based Transport of Intensity Equation for Phase Gradient Estimation from 4D-STEM Data
arXiv (2025) [10.48550/ARXIV.2511.07633]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a conference proceedings
MRI Reconstruction with Regularized 3D Diffusion Model (R3DM)
IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2025, Tucson, ArizonaTucson, Arizona, USA, 28 Feb 2025 - 4 Mar 2025
1-8 (2025)
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (After Call)
Towards Automation of Molecular Simulations of Covalent Drugs
INM retreat 2025, RWTH AachenJülich, RWTH Aachen, Germany, 28 Nov 2025 - 28 Nov 2025
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (Other)
Modernizing Legacy Infrastructure Monitoring: Enhancing Performance with Prometheus and GitLab CI/CD
5th conference for Research Software Engineering in Germany (deRSE25), deRSE25, KarlsruheKarlsruhe, Germany, 25 Feb 2025 - 1 Mar 2025
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (Invited)
Leveraging deep learning for the retrieval of sun-induced fluorescence in the O$_2$-A absorption band from space
Living Planet Symposium 2025, LPS 2025, ViennaVienna, Austria, 23 Jun 2025 - 27 Jun 2025
[10.34734/FZJ-2025-05291]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
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]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a book
Retrieval of sun-induced plant fluorescence in theO2-A absorption band from DESIS imagery
Del Bue (Eds), Computer Vision # ECCV 20
Italy : Springer 21 pp. (2025)
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Preprint
Emulation-based self-supervised SIF retrieval in the O2-A absorption band with HyPlant
[10.22541/essoar.174000855.50541566/v2]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a conference proceedings/Contribution to a book
Retrieval of Sun-Induced Plant Fluorescence in the O$_2$-A Absorption Band from DESIS Imagery
Computer Vision – ECCV 2024 Workshops / Del Bue, Alessio (Editor) ; Cham : Springer Nature Switzerland, 2025, Chapter 6 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-031-91834-6=978-3-031-91835-3 ; doi:10.1007/978-3-031-91835-3
ECCV 2024 Workshops, ECCV, MilanoMilano, Italy, 29 Sep 2024 - 30 Sep 2024
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 15625, 81 - 100 (2025) [10.1007/978-3-031-91835-3_6]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (Invited)
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching
The Thirty-Ninth Annual Conference on Neural Information Processing, NeurIPS2025, San DiegoSan Diego, USA, 1 Dec 2025 - 7 Dec 2025
[10.34734/FZJ-2025-05415]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (Invited)
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching
NeurIPS 2025, San DiegoSan Diego, USA, 1 Dec 2025 - 7 Dec 2025
[10.34734/FZJ-2025-04992]
Files
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
Proceedings
On the Importance of Embedding Norms in Self-Supervised Learning
42 nd International Conference on Machine Learning, Vancouver, Canada.Vancouver, Canada., Canada, 13 Jul 2025 - 19 Jul 2025
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
EAP4EMSIG – enhancing event-driven microscopy for microfluidic single-cell analysis
Automatisierungstechnik 73(10), 808 - 823 (2025) [10.1515/auto-2025-0018]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (After Call)
The High-Performance Computing Dataset Class
Helmholtz AI Conference 2025, KarlsruheKarlsruhe, Germany, 3 Jun 2025 - 5 Jun 2025
BibTeX |
EndNote:
XML,
Text |
RIS
Software
Dataset Conversion Library
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a conference proceedings
FairDen: Fair Density-Based Clustering
The Thirteenth International Conference on Learning Representations, ICLR2025, SingaporeSingapore, Singapore, 24 Apr 2025 - 28 Apr 2025
- (2025) [10.34734/FZJ-2025-02404]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (Invited)
FairDen: Fair Density-Based Clustering
The Thirteenth International Conference on Learning Representations, ICLR2025, SingaporeSingapore, Singapore, 24 Apr 2025 - 28 Apr 2025
Files
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (Invited)
Physical modeling and scaling canopy far-red SIF radiance down to leaf and photosystem fluorescence efficiencies
American Geosciences Union, AGU 2025, New OrleansNew Orleans, USA, 15 Dec 2025 - 19 Dec 2025
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Simulation framework for solar-induced fluorescence retrieval and application to DESIS and HyPlant
Remote sensing of environment 330, 114944 - (2025) [10.1016/j.rse.2025.114944]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Preprint
How To Make Your Cell Tracker Say 'I dunno!'
arXiv (2025) [10.48550/ARXIV.2503.09244]
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article - Online First
Untrained perceptual loss for image denoising of line-like structures in MR images
PLOS ONE 20(2), e0318992 - (2025) [10.1371/journal.pone.0318992]
BibTeX |
EndNote:
XML,
Text |
RIS
Preprint
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks
arXiv (2025) [10.48550/ARXIV.2501.12824]
BibTeX |
EndNote:
XML,
Text |
RIS
Preprint
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks
IEEE (2025) [10.1109/WACV61041.2025.00627]
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a conference proceedings
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks
IEEE/CVF Winter Conference on Applications of Computer Vision, WACV, TucsonTucson, USA, 28 Feb 2025 - 4 Mar 2025
8 pp. (2025)
BibTeX |
EndNote:
XML,
Text |
RIS
Preprint
1LoRA: Summation Compression for Very Low-Rank Adaptation
arXiv (2025) [10.48550/arXiv.2503.08333]
Fulltext by arXiv.org
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection
Knowledge and information systems 67, 11161-11191 (2025) [10.1007/s10115-025-02563-7]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (After Call)
Summation Compression for Very-Low Rank Adaptation
Helmholtz AI Conference, RWTH AachenKarlsruhe, RWTH Aachen, Germany, 3 Jun 2025 - 5 Jun 2025
BibTeX |
EndNote:
XML,
Text |
RIS
Preprint
Efficient Epistemic Uncertainty Estimation in Cerebrovascular Segmentation
[10.34734/FZJ-2025-05416]
Files
Fulltext by arXiv.org
BibTeX |
EndNote:
XML,
Text |
RIS
Master Thesis
Uncertainty Estimation in the Segmentation of Brain Magnetic Resonance Angiograms
52 pp. (2025) = Masterarbeit, RWTH, 2024
BibTeX |
EndNote:
XML,
Text |
RIS
Preprint
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]
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a conference proceedings/Contribution to a book
Tracking One-in-a-Million: Large-Scale Benchmark for Microbial Single-Cell Tracking with Experiment-Aware Robustness Metrics
Computer 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 2024
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 15638, 318 - 334 (2025) [10.1007/978-3-031-91721-9_20]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (After Call)
EAP4EMSIG - An AI-powered pipeline for real-time event-based experiment automation in microfluidic live cell imaging
Helmholtz Imaging Conference, PotsdamPotsdam, Germany, 25 Jun 2025 - 27 Jun 2025
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (After Call)
EAP4EMSIG - An AI-powered pipeline for real-time event-based experiment automation in microfluidic live cell imaging
Helmholtz Imaging Conference, PotsdamPotsdam, Germany, 25 Jun 2025 - 27 Jun 2025
BibTeX |
EndNote:
XML,
Text |
RIS
Journal Article
Simulation of a simultaneous traceable spectroradiometric calibration of an imaging spectrometer
Applied optics 64(4), 782 - (2025) [10.1364/AO.547144]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Contribution to a conference proceedings/Contribution to a book
Rescuing Easy Samples in Self-Supervised Pretraining
Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - SCITEPRESS - Science and Technology Publications, 2025. - ISBN 978-989-758-728-3 - doi:10.5220/0013167900003912
20th International Conference on Computer Vision Theory and Applications, PortoPorto, Portugal, 26 Feb 2025 - 28 Feb 2025
SCITEPRESS - Science and Technology Publications 400-409 (2025) [10.5220/0013167900003912] special issue: "SCITEPRESS - Science and Technology Publications"
Files
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
Preprint
Self-Supervised Learning based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation
[10.34734/FZJ-2025-04955]
Files
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
Poster (After Call)
Self-supervised Pre-training with Adaptive Augmentation andEquivariance-Coherent Representations Learning
Helmholtz AI Conference 2025, KarlsruheKarlsruhe, Germany, 3 Jun 2025 - 5 Jun 2025
[10.34734/FZJ-2025-04956]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Internal Report
3D Reconstruction of Cassava Roots Using COLMAP
46p (2025) [10.34734/FZJ-2025-04413]
Files
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (Other)
Probabilistic Framework for Robustness of Counterfactual Explanations Under Data Shifts
NeurIPS 2025 - Reliable ML Workshop, San DiegoSan Diego, USA, 2 Dec 2025 - 8 Dec 2025
[10.34734/FZJ-2025-05281]
Files
Fulltext
BibTeX |
EndNote:
XML,
Text |
RIS
Conference Presentation (Other)
Classifier Reconstruction Through Counterfactual-Aware Wasserstein Prototypes
ICML 2025 AIW, VancouverVancouver, Canada, 13 Jul 2025 - 19 Jul 2025
[10.34734/FZJ-2025-05284]
Files
BibTeX |
EndNote:
XML,
Text |
RIS