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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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Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks

International journal for computer assisted radiology and surgery, 2019-06, Vol.14 (6), p.997-1007

2019

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Virtual Raters for Reproducible and Objective Assessments in Radiology

Scientific reports, 2016-04, Vol.6 (1), p.25007-25007, Article 25007

2016

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Content-Aware Differential Privacy with Conditional Invertible Neural Networks

Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, p.89-99

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BayesFlow: Amortized Bayesian Workflows With Neural Networks

Journal of open source software, 2023-09, Vol.8 (89), p.5702

2023

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Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks

Pattern Recognition, p.541-557

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The GeoMap: A Unified Representation for Topology and Geometry

Graph-Based Representations in Pattern Recognition, p.132-141

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Conditional Invertible Neural Networks for Diverse Image-to-Image Translation

Pattern Recognition, 2021, Vol.12544, p.373-387

2021

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An Evaluation of Zero-Cost Proxies - From Neural Architecture Performance Prediction to Model Robustness

Pattern Recognition, p.624-638

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Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality

Pattern Recognition, p.459-475

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Leveraging Bioclimatic Context for Supervised and Self-supervised Land Cover Classification

Pattern Recognition, p.227-242

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Best Practices in Active Learning for Semantic Segmentation

Pattern Recognition, p.427-442

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MargCTGAN: A “Marginally” Better CTGAN for the Low Sample Regime

Pattern Recognition, p.524-537

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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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Theoretical and experimental error analysis of continuous-wave time-of-flight range cameras

Optical engineering, 2009-01, Vol.48 (1), p.13602

Plaue, Matthias

2009

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M(otion)-Mode Based Prediction of Ejection Fraction Using Echocardiograms

Pattern Recognition, p.307-320

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COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking

Pattern Recognition, p.443-458

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Characterization of Out-of-distribution Samples from Uncertainty Maps Using Supervised Machine Learning

Pattern Recognition, p.260-274

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Learning Channel Importance for High Content Imaging with Interpretable Deep Input Channel Mixing

Pattern Recognition, p.335-347

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Beyond Debiasing: Actively Steering Feature Selection via Loss Regularization

Pattern Recognition, p.394-408

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FullFormer: Generating Shapes Inside Shapes

Pattern Recognition, p.147-162

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Multiclass Alignment of Confidence and Certainty for Network Calibration

Pattern Recognition, p.589-604

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Correlation Clustering of Bird Sounds

Pattern Recognition, p.508-523

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3D Retinal Vessel Segmentation in OCTA Volumes: Annotated Dataset MORE3D and Hybrid U-Net with Flattening Transformation

Pattern Recognition, p.291-306

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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

Uncertainty-aware performance assessment of optical imaging modalities with invertible neural networks

Virtual Raters for Reproducible and Objective Assessments in Radiology

Content-Aware Differential Privacy with Conditional Invertible Neural Networks

BayesFlow: Amortized Bayesian Workflows With Neural Networks

Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks

The GeoMap: A Unified Representation for Topology and Geometry

Conditional Invertible Neural Networks for Diverse Image-to-Image Translation

An Evaluation of Zero-Cost Proxies - From Neural Architecture Performance Prediction to Model Robustness

Label Smarter, Not Harder: CleverLabel for Faster Annotation of Ambiguous Image Classification with Higher Quality

Leveraging Bioclimatic Context for Supervised and Self-supervised Land Cover Classification

Best Practices in Active Learning for Semantic Segmentation

MargCTGAN: A “Marginally” Better CTGAN for the Low Sample Regime

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

Theoretical and experimental error analysis of continuous-wave time-of-flight range cameras

M(otion)-Mode Based Prediction of Ejection Fraction Using Echocardiograms

COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking

Characterization of Out-of-distribution Samples from Uncertainty Maps Using Supervised Machine Learning

Learning Channel Importance for High Content Imaging with Interpretable Deep Input Channel Mixing

Beyond Debiasing: Actively Steering Feature Selection via Loss Regularization

FullFormer: Generating Shapes Inside Shapes

Multiclass Alignment of Confidence and Certainty for Network Calibration

Correlation Clustering of Bird Sounds

3D Retinal Vessel Segmentation in OCTA Volumes: Annotated Dataset MORE3D and Hybrid U-Net with Flattening Transformation

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