Coenraad Mouton

According to our database, Coenraad Mouton authored at least 11 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Useful Nonrobust Features are Ubiquitous in Biomedical Images.

Coenraad Mouton, Randle Rabe, Niklas C. Koser, Nicolai R. Krekiehn, Christopher J. Hansen, Jan B. Hövener, Claus C. Glüer

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Is DINOv3 Ready for Caries Detection on Panoramic Dental X-ray Images?

Christopher J. Hansen, Paula Kloehn, Anna-Louisa Kollster, Toni Gehrmann, Jonas Conrad, Christian Graetz, Christof Dörfer, Claus-Christian Glüer, Jan-Bernd Hövener, Coenraad Mouton

Proceedings of the Bildverarbeitung für die Medizin 2026 - Proceedings, German Conference on Medical Image Computing, Luebeck, March 15, 2026

2025

Does simple trump complex? Comparing strategies for adversarial robustness in DNNs.

William Brooks, Marelie H. Davel, Coenraad Mouton

CoRR, August, 2025

Impact of Batch Normalization on Convolutional Network Representations.

Hermanus L. Potgieter, Coenraad Mouton, Marelie H. Davel

CoRR, January, 2025

2024

Is network fragmentation a useful complexity measure?

Coenraad Mouton, Randle Rabe, Daniël G. Haasbroek, Marthinus W. Theunissen, Hermanus L. Potgieter, Marelie H. Davel

CoRR, 2024

On margin-based generalization prediction in deep neural networks.

Coenraad Mouton

CoRR, 2024

Input Margins Can Predict Generalization Too.

Coenraad Mouton, Marthinus Wilhelmus Theunissen, Marelie H. Davel

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs.

Marthinus Wilhelmus Theunissen, Coenraad Mouton, Marelie H. Davel

Proceedings of the Artificial Intelligence Research - Third Southern African Conference, 2022

2021

Exploring Layerwise Decision Making in DNNs.

Coenraad Mouton, Marelie H. Davel

Proceedings of the Artificial Intelligence Research - Second Southern African Conference, 2021

2020

Tracking Translation Invariance in CNNs.

Johannes C. Myburgh, Coenraad Mouton, Marelie H. Davel

Proceedings of the Artificial Intelligence Research, 2020

Stride and Translation Invariance in CNNs.

Coenraad Mouton, Johannes C. Myburgh, Marelie H. Davel

Proceedings of the Artificial Intelligence Research, 2020