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Coenraad Mouton
Coenraad Mouton
Verified email at g.nwu.ac.za - Homepage
Title
Cited by
Cited by
Year
Stride and translation invariance in CNNs
C Mouton, JC Myburgh, MH Davel
Southern African Conference for Artificial Intelligence Research, 267-281, 2020
582020
Tracking translation invariance in CNNs
JC Myburgh, C Mouton, MH Davel
Southern African conference for artificial intelligence research, 282-295, 2020
242020
Input margins can predict generalization too
C Mouton, MW Theunissen, MH Davel
Proceedings of the AAAI Conference on Artificial Intelligence 38 (13), 14379 …, 2024
22024
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
22022
Exploring layerwise decision making in DNNs
C Mouton, MH Davel
Southern African Conference for Artificial Intelligence Research, 140-155, 2021
12021
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
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