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FS-CI
Computational Imaging| ID | I:(DE-H253)FS-CI-20230420 |
⇧ Bereich FS / Bereich Forschung mit Synchrotron Strahlung ⇧
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Journal Article
A tunable despeckling neural network stabilized via diffusion equation
Signal processing 239, 110324 (2026) [10.1016/j.sigpro.2025.110324]
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Contribution to a conference proceedings
X-ray Near-Field Holotomography Reconstruction Using Implicit Neural Representations
International Conference on Acoustics, Speech, and Signal Processing, BarcelonaBarcelona, Spain, 4 May 2026 - 9 May 2026
5 pp. (2026)
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Hypergraph p-Laplacian Equations for Data Interpolation and Semi-supervised Learning
Journal of scientific computing 103(3), 93 (2025) [10.1007/s10915-025-02908-y]
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Preprint
MirrorCBO: A consensus-based optimization method in the spirit of mirror descent
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Preprint
Position-Blind Ptychography: Viability of image reconstruction via data-driven variational inference
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Journal Article
Adversarial flows: A gradient flow characterization of adversarial attacks
European journal of applied mathematics 37(1), 123 - 179 (2025) [10.1017/S0956792525100120] special issue: "Adversarial Robustness of Artificial Intelligence"
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MirrorCBO: A consensus-based optimization method in the spirit of mirror descent
Mathematical models and methods in applied sciences (M 3 AS) 35(14), 3083 - 3170 (2025) [10.1142/S0218202525500563]
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Journal Article
Analysis of mean-field models arising from self-attention dynamics in transformer architectures with layer normalization
Philosophical transactions of the Royal Society of London / Series A 383(2298), 20240233 (2025) [10.1098/rsta.2024.0233] special issue: "Partial differential equations in data science"
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Journal Article
Optimal transport on gas networks
European journal of applied mathematics NN, NN (2025) [10.1017/S0956792525000051] special issue: "Evolution Equations on Graphs: Analysis and Applications"
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Journal Article
CBX: Python and Julia Packages for Consensus-Based Interacting Particle Methods
The journal of open source software 9(98), 6611 (2024) [10.21105/joss.06611]
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