Stride and Translation Invariance in CNNs. - Coenraad Mouton; Johannes C. Myburgh; Marelie H. Davel (SACAIR, 2020)

Tracking Translation Invariance in CNNs. - Johannes C. Myburgh; Coenraad Mouton; Marelie H. Davel (SACAIR, 2020)

Exploring Layerwise Decision Making in DNNs. - Coenraad Mouton; Marelie H. Davel (SACAIR, 2021)

The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs. - Marthinus Wilhelmus Theunissen; Coenraad Mouton; Marelie H. Davel (SACAIR, 2022)

Input Margins Can Predict Generalization Too. - Coenraad Mouton; Marthinus Wilhelmus Theunissen; Marelie H. Davel (AAAI, 2024)

On margin-based generalization prediction in deep neural networks. - Coenraad Mouton (CoRR, 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)

Impact of Batch Normalization on Convolutional Network Representations. - Hermanus L. Potgieter; Coenraad Mouton; Marelie H. Davel (CoRR, 2025)