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Pattern Recognition: 45th DAGM German Conference, DAGM GCPR 2023, Heidelberg, Germany, September 19-22, 2023, Proceedings

2024

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Inference of cosmic-ray source properties by conditional invertible neural networks

The European physical journal. C, Particles and fields, 2022-02, Vol.82 (2), p.1-10, Article 171

2022

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OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany

PLoS computational biology, 2021-10, Vol.17 (10), p.e1009472-e1009472

2021

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Invertible networks or partons to detector and back again

SciPost physics, 2020-11, Vol.9 (5), p.074, Article 074

2020

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Amortized Bayesian Model Comparison With Evidential Deep Learning

IEEE transaction on neural networks and learning systems, 2023-08, Vol.34 (8), p.4903-4917

2023

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IEEE_Xplore

Neural superstatistics for Bayesian estimation of dynamic cognitive models

Scientific reports, 2023-08, Vol.13 (1), p.13778-13778, Article 13778

2023

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Generative Classifiers as a Basis for Trustworthy Image Classification

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, p.2970-2980

2021

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IEEE_Xplore

Measuring QCD Splittings with Invertible Networks

SciPost physics, 2021-06, Vol.10 (6), p.126, Article 126

2021

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Toward Digital Staining using Imaging Mass Spectrometry and Random Forests

Journal of proteome research, 2009-07, Vol.8 (7), p.3558-3567

2009

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Discovering Digital Tumor Signatures—Using Latent Code Representations to Manipulate and Classify Liver Lesions

Cancers, 2021-06, Vol.13 (13), p.3108

2021

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SimpleSTORM: a fast, self-calibrating reconstruction algorithm for localization microscopy

Histochemistry and cell biology, 2014-06, Vol.141 (6), p.613-627

2014

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Cut, Glue, & Cut: A Fast, Approximate Solver for Multicut Partitioning

2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014, p.73-80

2014

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Active Learning for Convenient Annotation and Classification of Secondary Ion Mass Spectrometry Images

Analytical chemistry (Washington), 2013-01, Vol.85 (1), p.147-155

2013

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SIMA: Simultaneous Multiple Alignment of LC/MS Peak Lists

Bioinformatics, 2011-04, Vol.27 (7), p.987-993

2011

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Long short‐term memory networks for proton dose calculation in highly heterogeneous tissues

Medical physics (Lancaster), 2021-04, Vol.48 (4), p.1893-1908

2021

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Computational protein profile similarity screening for quantitative mass spectrometry experiments

Bioinformatics, 2010-01, Vol.26 (1), p.77-83

2010

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Can Virtual Contrast Enhancement in Brain MRI Replace Gadolinium?: A Feasibility Study

Investigative radiology, 2019-10, Vol.54 (10), p.653

2019

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Edge and Junction Detection with an Improved Structure Tensor

Lecture notes in computer science, 2003, p.25-32

Köthe, Ullrich

2003

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Applications of Discrete Geometry and Mathematical Morphology: First International Workshop, WADGMM 2010, Istanbul, Turkey, August 22, 2010, Revised Selected Papers

1, 2012

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Boundary Characterization Within the Wedge-Channel Representation

Complex Motion, p.42-53

Köthe, Ullrich

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OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany

PLoS computational biology, 2021-10, Vol.17 (10), p.e1009472

2021

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Towards end‐to‐end likelihood‐free inference with convolutional neural networks

British journal of mathematical & statistical psychology, 2020-02, Vol.73 (1), p.23-43

2020

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Data Resource Profile: The Global School-based Student Health Survey—behavioural risk and protective factors among adolescents

International journal of epidemiology, 2023-04, Vol.52 (2), p.e102-e109

2023

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Connectivity preserving digitization of blurred binary images in 2D and 3D

Computers & graphics, 2006-02, Vol.30 (1), p.70-76

2006

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Towards learned emulation of interannual water isotopologue variations in General Circulation Models

Environmental Data Science, 2023, Vol.2, Article e35

2023

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Pattern Recognition: 45th DAGM German Conference, DAGM GCPR 2023, Heidelberg, Germany, September 19-22, 2023, Proceedings

Inference of cosmic-ray source properties by conditional invertible neural networks

OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany

Invertible networks or partons to detector and back again

Amortized Bayesian Model Comparison With Evidential Deep Learning

Neural superstatistics for Bayesian estimation of dynamic cognitive models

Generative Classifiers as a Basis for Trustworthy Image Classification

Measuring QCD Splittings with Invertible Networks

Toward Digital Staining using Imaging Mass Spectrometry and Random Forests

Discovering Digital Tumor Signatures—Using Latent Code Representations to Manipulate and Classify Liver Lesions

SimpleSTORM: a fast, self-calibrating reconstruction algorithm for localization microscopy

Cut, Glue, & Cut: A Fast, Approximate Solver for Multicut Partitioning

Active Learning for Convenient Annotation and Classification of Secondary Ion Mass Spectrometry Images

SIMA: Simultaneous Multiple Alignment of LC/MS Peak Lists

Long short‐term memory networks for proton dose calculation in highly heterogeneous tissues

Computational protein profile similarity screening for quantitative mass spectrometry experiments

Can Virtual Contrast Enhancement in Brain MRI Replace Gadolinium?: A Feasibility Study

Edge and Junction Detection with an Improved Structure Tensor

Applications of Discrete Geometry and Mathematical Morphology: First International Workshop, WADGMM 2010, Istanbul, Turkey, August 22, 2010, Revised Selected Papers

Boundary Characterization Within the Wedge-Channel Representation

OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany

Towards end‐to‐end likelihood‐free inference with convolutional neural networks

Data Resource Profile: The Global School-based Student Health Survey—behavioural risk and protective factors among adolescents

Connectivity preserving digitization of blurred binary images in 2D and 3D

Towards learned emulation of interannual water isotopologue variations in General Circulation Models

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