Stride and translation invariance in CNNs C Mouton, JC Myburgh, MH Davel Southern African Conference for Artificial Intelligence Research, 267-281, 2020 | 55 | 2020 |
Tracking translation invariance in CNNs JC Myburgh, C Mouton, MH Davel Southern African conference for artificial intelligence research, 282-295, 2020 | 23 | 2020 |
Input margins can predict generalization too C Mouton, MW Theunissen, MH Davel Proceedings of the AAAI Conference on Artificial Intelligence 38 (13), 14379 …, 2024 | 2 | 2024 |
The missing margin: How sample corruption affects distance to the boundary in ANNs MW Theunissen, C Mouton, MH Davel Southern African Conference for Artificial Intelligence Research, 78-92, 2022 | 2 | 2022 |
Exploring layerwise decision making in DNNs C Mouton, MH Davel Southern African Conference for Artificial Intelligence Research, 140-155, 2021 | 1 | 2021 |
On margin-based generalization prediction in deep neural networks C Mouton arXiv preprint arXiv:2405.17445, 2024 | | 2024 |
Contrasting Convolutional Neural Networks with alternative architectures for transformation invariance C Mouton North-West University (South Africa), 2021 | | 2021 |