Marelie H Davel
Northwest University
H-index: 24
North America-United States
Top articles of Marelie H Davel
Title | Journal | Author(s) | Publication Date |
---|---|---|---|
Input margins can predict generalization too | Proceedings of the AAAI Conference on Artificial Intelligence | Coenraad Mouton Marthinus Wilhelmus Theunissen Marelie H Davel | 2024/3/24 |
Sequence Based Deep Neural Networks for Channel Estimation in Vehicular Communication Systems | Simbarashe A Ngorima Albert SJ Helberg Marelie H Davel | 2023/11/29 | |
Adversarial Training for Channel State Information Estimation in LTE Multi-antenna Systems | Andrew J Oosthuizen Albert SJ Helberg Marelie H Davel | 2022/11/28 | |
The development of a Sepedi text generation model using transformers | Simon P Ramalepe Thipe I Modipa Marelie H Davel | 2022 | |
The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs | Marthinus Wilhelmus Theunissen Coenraad Mouton Marelie H Davel | 2022/11/28 | |
Neural Speech Processing for Whale Call Detection | Edrich Fourie Marelie H Davel Jaco Versfeld | 2022/11/28 | |
Efficient acoustic feature transformation in mismatched environments using a Guided-GAN | Speech Communication | Walter Heymans Marelie H Davel Charl van Heerden | 2022/9/1 |
Two sepedi-english code-switched speech corpora | Language Resources and Evaluation | Thipe I Modipa Marelie H Davel | 2022/9 |
A Comparative Study of Graph Neural Network Speed Prediction during Periods of Congestion | Marko C Oosthuizen Alwyn J Hoffman Marelie H Davel | 2022 | |
The Analysis of the Sepedi-English Code-switched Radio News Corpus | Journal of the Digital Humanities Association of Southern Africa | Simon Ramalepe Thipe I Modipa Marelie H Davel | 2022 |
Exploring layerwise decision making in DNNs | Coenraad Mouton Marelie H Davel | 2021/12/6 | |
Multi-style training for South African call centre audio | Walter Heymans Marelie H Davel Charl van Heerden | 2021/12/6 | |
Unsupervised Fine-tuning of Speaker Diarisation Pipelines using Silhouette Coefficients | Lucas Van Wyk Marelie Davel Charl Van Heerden | 2021 | |
Exploring CNN-based automatic modulation classification using small modulation sets | Andrew Oosthuizen Marelie H Davel Helberg Albert | 2021 | |
Tracking translation invariance in CNNs | Johannes C Myburgh Coenraad Mouton Marelie H Davel | 2020/12/21 | |
Guest Editorial: FAIR 2019 special issue | South African Computer Journal | Deshendran Moodley Marelie H Davel | 2020/12 |
Benign interpolation of noise in deep learning | South African Computer Journal | Marthinus Wilhelmus Theunissen Marelie H Davel Etienne Barnard | 2020/12/1 |
Using summary layers to probe neural network behaviour | South African Computer Journal | Marelie H Davel | 2020/12/1 |
Pairwise networks for feature ranking of a geomagnetic storm model | South African Computer Journal | Jacques P Beukes Stefan Lotz Marelie H Davel | 2020/12/1 |
Stride and translation invariance in CNNs | Coenraad Mouton Johannes C Myburgh Marelie H Davel | 2020/12/21 |