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IAS-8
Datenanalyse und Maschinenlernen Also known as:IAS-8| ID | I:(DE-Juel1)IAS-8-20210421 |
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Journal Article
Untrained perceptual loss for image denoising of line-like structures in MR images
PLOS ONE 20(2), e0318992 - (2026) [10.1371/journal.pone.0318992]
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Journal Article
Emulation-based self-supervised SIF retrieval in the O$_2$-A absorption band with HyPlant
Remote sensing of environment 334, 115203 - (2026) [10.1016/j.rse.2025.115203]
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Contribution to a conference proceedings
TimeBridge: Self-Supervised Video Representation Learning via Start-End JointEmbedding and In-Between Frame Prediction
The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026, CVPR, DenverDenver, USA, 3 Jun 2026 - 7 Jun 2026
39647-39658 (2026)
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Journal Article
NeuroFocusNet: An Attention-Enhanced 3D U-Net for Multimodal MRI Brain Tumor Segmentation
IEEE access 14, 1 - 1 (2026) [10.1109/ACCESS.2026.3728214]
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Contribution to a conference proceedings
Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation
The 40th Annual AAAI Conference on Artificial Intelligence, SingaporeSingapore, Singapore, 20 Jan 2026 - 27 Jan 2026
40(31), 26425 - 26434 (2026) [10.1609/aaai.v40i31.39849]
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Poster (After Call)
LLM-Assisted Pipeline for Scraping and Validating Image-Based Datasets
deRSE26 - 6th conference for Research Software Engineering, StuttgartStuttgart, Germany, 3 Mar 2026 - 5 Mar 2026
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Dissertation / PhD Thesis
A machine learning-based approach to estimate solar-induced fluorescence from airborne and spaceborne hyperspectral data
176 p. (2025) [10.34734/FZJ-2025-04642] = Dissertation, Rheinische Friedrich-Wilhelms-Universität Bonn, 2025
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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]
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Preprint
Emulation-based self-supervised SIF retrieval in the O2-A absorption band with HyPlant
[10.22541/essoar.174000855.50541566/v2]
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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
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All known publications ...
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