Coenraad Mouton

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Invariant Features

Medical Decision Making

Top Venues

Publications

Coenraad Mouton
On margin-based generalization prediction in deep neural networks. CoRR (2024)
Coenraad Mouton, Marthinus Wilhelmus Theunissen, Marelie H. Davel
Input Margins Can Predict Generalization Too. AAAI (2024)
Marthinus W. Theunissen, Coenraad Mouton, Marelie H. Davel
The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs. CoRR (2023)
Coenraad Mouton, Marthinus W. Theunissen, Marelie H. Davel
Input margins can predict generalization too. CoRR (2023)
Coenraad Mouton, Marelie H. Davel
Exploring layerwise decision making in DNNs. CoRR (2022)
Marthinus Wilhelmus Theunissen, Coenraad Mouton, Marelie H. Davel
The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs. SACAIR (2022)
Coenraad Mouton, Johannes C. Myburgh, Marelie H. Davel
Stride and Translation Invariance in CNNs. CoRR (2021)
Coenraad Mouton, Marelie H. Davel
Exploring Layerwise Decision Making in DNNs. SACAIR (2021)
Johannes C. Myburgh, Coenraad Mouton, Marelie H. Davel
Tracking translation invariance in CNNs. CoRR (2021)
Johannes C. Myburgh, Coenraad Mouton, Marelie H. Davel
Tracking Translation Invariance in CNNs. SACAIR (2020)
Coenraad Mouton, Johannes C. Myburgh, Marelie H. Davel
Stride and Translation Invariance in CNNs. SACAIR (2020)