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FS-CI
Computational ImagingID | I:(DE-H253)FS-CI-20230420 |
⇧ Bereich FS / Bereich Forschung mit Synchrotron Strahlung ⇧
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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
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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Dissertation / PhD Thesis
Consistency, Robustness and Sparsity for Learning Algorithms
FAU 217 pp. (2024) [10.25593/OPEN-FAU-522] = Dissertation, Friedrich-Alexander-Universität Erlangen-Nürnberg, 2024
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Journal Article
Adaptive total variational regularization of Gaussian denoisers for multiplicative noise removal
Computers and mathematics with applications 168, 207-217 (2024) [10.1016/j.camwa.2024.06.017]
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Journal Article
Ratio convergence rates for Euclidean first-passage percolation: Applications to the graph infinity Laplacian
The annals of applied probability 34(4), 3870 - 3910 (2024) [10.1214/24-AAP2052]
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Journal Article
Ill-posedness of time-dependent inverse problems in Lebesgue-Bochner spaces
Inverse problems 40(8), 085008 (2024) [10.1088/1361-6420/ad5a35]
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Journal Article
Spectral Total-Variation Processing of Shapes - Theory and Applications
ACM transactions on graphics 43(2), 3641845 (2024) [10.1145/3641845]
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Journal Article
Polarized consensus-based dynamics for optimization and sampling
Mathematical programming 21, 125 - 155 (2024) [10.1007/s10107-024-02095-y]
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Journal Article
Hypergraph p-Laplacians and Scale Spaces
Journal of mathematical imaging and vision 66(4), 529-549 (2024) [10.1007/s10851-024-01183-0] special issue: "Special Issue SSVM 2023"
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Journal Article
Convergent Data-driven Regularizations for CT Reconstruction
Communications on applied mathematics and computation 6(2), 1342-1368 (2024) [10.1007/s42967-023-00333-2]
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All known publications ...
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