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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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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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BayesFlow: Learning Complex Stochastic Models With Invertible Neural Networks

IEEE transaction on neural networks and learning systems, 2022-04, Vol.33 (4), p.1452-1466

2022

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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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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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Ilastik: Interactive learning and segmentation toolkit

2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011, p.230-233

2011

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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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The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning

IEEE transactions on pattern analysis and machine intelligence, 2021-10, Vol.43 (10), p.3724-3738

2021

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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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Learned Watershed: End-to-End Learning of Seeded Segmentation

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.2030-2038

2017

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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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Towards Multimodal Depth Estimation from Light Fields

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.12943-12951

2022

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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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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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SIMA: Simultaneous Multiple Alignment of LC/MS Peak Lists

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

2011

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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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Edge and Junction Detection with an Improved Structure Tensor

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

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

2024

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

2012

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

Investigative radiology, 2019-10, Vol.54 (10), p.653-660

2019

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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

Amortized Bayesian Model Comparison With Evidential Deep Learning

BayesFlow: Learning Complex Stochastic Models With Invertible Neural Networks

Generative Classifiers as a Basis for Trustworthy Image Classification

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

Ilastik: Interactive learning and segmentation toolkit

Neural superstatistics for Bayesian estimation of dynamic cognitive models

The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning

Measuring QCD Splittings with Invertible Networks

Toward Digital Staining using Imaging Mass Spectrometry and Random Forests

Learned Watershed: End-to-End Learning of Seeded Segmentation

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

Towards Multimodal Depth Estimation from Light Fields

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

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

SIMA: Simultaneous Multiple Alignment of LC/MS Peak Lists

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

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

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

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

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

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

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