Gödel Numbering
Arithmetic learns to read its own sentences.
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Latest publications and group writing.
The publication list below follows the latest 15 works from Prof. Dr. Babette Dellen's Google Scholar profile, sorted by publication date.
Open Google Scholar profileLatest 15 Publications
Source checked from the linked Google Scholar profile.
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2026
Anatomy-Informed Deep Learning for Abdominal Aortic Aneurysm Segmentation
O Sufyan, M Brückmann, R Wickenhöfer, B Dellen, U Jaekel
arXiv preprint arXiv:2604.10312
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2025
Correction to: Advancing Complex-Valued Neural Networks with Product Units for MRI Reconstruction
Z Li, U Jaekel, B Dellen
International Conference on Neural Information Processing, C1-C1
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2025
Advancing Complex-Valued Neural Networks with Product Units for MRI Reconstruction
Z Li, U Jaekel, B Dellen
International Conference on Neural Information Processing, 540-554
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2025
Combining XAI and Graph Cuts for Skin-Lesion Segmentation
Z Husni, U Jaekel, B Dellen
International Conference on Computational Science, 54-66
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2025
Limitations of Public Biomechanical Movement Datasets for Deep Learning: Issues of Metadata, Standardization, and Variety in Motion Types
D Friemert, D Schnur, S Runkel, J Borsch, K Karamanidis, B Dellen, et al.
medRxiv, 2025.05.29.25328474
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2025
Deep Residual Learning with Product Units
Z Li, U Jaekel, B Dellen
arXiv preprint arXiv:2505.04397
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2025
Semi-Supervised Anomaly Detection in Skin Lesion Images
A Burgert, B Dellen, U Jaekel, D Paulus
20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
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2024
Data-Driven 3D Shape Completion with Product Units
Z Li, U Jaekel, B Dellen
International Conference on Computational Science, 302-315
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2024
Classification of Data with a Qudit, a Geometric Approach
A Mandilara, B Dellen, U Jaekel, T Valtinos, D Syvridis
Quantum Machine Intelligence 6 (1), 17
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2024
Predicting Nuclear Masses with Product-Unit Networks
B Dellen, U Jaekel, PSA Freitas, JW Clark
Physics Letters B 852, 138608
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2023
Learning the Dynamics of Concentration Fields in Vascular Stenosis with Deep Hidden Physics Models
R Kador, H Schneider, D Biesner, B Dellen, R Sifa
2023 IEEE International Conference on Big Data, 2523-2528
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2022
3D Object Reconstruction and 6D-Pose Estimation from 2D Shape for Robotic Grasping of Objects
M Wolnitza, O Kaya, T Kulvicius, F Wörgötter, B Dellen
arXiv preprint arXiv:2203.01051
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2022
6D Pose Estimation and 3D Object Reconstruction from 2D Shape for Robotic Grasping of Objects
M Wolnitza, O Kaya, T Kulvicius, F Wörgötter, B Dellen
2022 Sixth IEEE International Conference on Robotic Computing, 67-71
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2021
Solving Nonlinear Classification and Regression Problems by Wave Interference with a Single-Layer Complex-Valued Perceptron
B Dellen, U Jaekel
2021 IEEE Symposium Series on Computational Intelligence, 01-08
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2019
Feature Selection of Neural Networks Is Skewed Towards the Less Abstract Cue
M Wolnitza, B Dellen
arXiv preprint arXiv:1908.03000
Group Articles
Existing explanatory writing remains available as group articles.
Dynamical Systems and Neural Networks
Neural networks as dynamical systems in disguise.
Read articleDropout Technique in Neural Networks
Hinton's third most cited paper.
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