Coenraad Mouton

According to our database, Coenraad Mouton authored at least 8 papers between 2020 and 2025.

Collaborative distances:

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

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