Coenraad Mouton

15 papers A* 1Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
Is DINOv3 Ready for Caries Detection on Panoramic Dental X-ray Images?
Bildverarbeitung für die Medizin
Christopher J. Hansen, Paula Kloehn, Anna-Louisa Kollster, Toni Gehrmann, Jonas Conrad, Christian Graetz, Christof Dörfer, Claus-Christian Glüer, Jan-Bernd Hövener, Coenraad Mouton
2025 J jnl
Does simple trump complex? Comparing strategies for adversarial robustness in DNNs.
CoRR
William Brooks, Marelie H. Davel, Coenraad Mouton
2025 J jnl
Impact of Batch Normalization on Convolutional Network Representations.
CoRR
Hermanus L. Potgieter, Coenraad Mouton, Marelie H. Davel
2024 A* conf
Input Margins Can Predict Generalization Too.
AAAI
Coenraad Mouton, Marthinus Wilhelmus Theunissen, Marelie H. Davel
2024 J jnl
Is network fragmentation a useful complexity measure?
CoRR
Coenraad Mouton, Randle Rabe, Daniël G. Haasbroek, Marthinus W. Theunissen, Hermanus L. Potgieter, Marelie H. Davel
2024 J jnl
On margin-based generalization prediction in deep neural networks.
CoRR
Coenraad Mouton
2023 J jnl
Input margins can predict generalization too.
CoRR
Coenraad Mouton, Marthinus W. Theunissen, Marelie H. Davel
2023 J jnl
The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs.
CoRR
Marthinus W. Theunissen, Coenraad Mouton, Marelie H. Davel
2022 J jnl
Exploring layerwise decision making in DNNs.
CoRR
Coenraad Mouton, Marelie H. Davel
2022 — conf
The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs.
SACAIR
Marthinus Wilhelmus Theunissen, Coenraad Mouton, Marelie H. Davel
2021 — conf
Exploring Layerwise Decision Making in DNNs.
SACAIR
Coenraad Mouton, Marelie H. Davel
2021 J jnl
Stride and Translation Invariance in CNNs.
CoRR
Coenraad Mouton, Johannes C. Myburgh, Marelie H. Davel
2021 J jnl
Tracking translation invariance in CNNs.
CoRR
Johannes C. Myburgh, Coenraad Mouton, Marelie H. Davel
2020 — conf
Stride and Translation Invariance in CNNs.
SACAIR
Coenraad Mouton, Johannes C. Myburgh, Marelie H. Davel
2020 — conf
Tracking Translation Invariance in CNNs.
SACAIR
Johannes C. Myburgh, Coenraad Mouton, Marelie H. Davel