| Participatory research for low-resourced machine translation: A case study in african languages W Nekoto, V Marivate, T Matsila, T Fasubaa, T Kolawole, T Fagbohungbe, ... arXiv preprint arXiv:2010.02353, 2020 | 161 | 2020 |
| Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks R Eloff, A Nortje, B van Niekerk, A Govender, L Nortje, A Pretorius, ... arXiv preprint arXiv:1904.07556, 2019 | 63 | 2019 |
| Masakhane--Machine Translation For Africa I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, JT Ali, ... arXiv preprint arXiv:2003.11529, 2020 | 61 | 2020 |
| On optimal transformer depth for low-resource language translation E Van Biljon, A Pretorius, J Kreutzer arXiv preprint arXiv:2004.04418, 2020 | 30 | 2020 |
| Critical initialisation for deep signal propagation in noisy rectifier neural networks A Pretorius, E Van Biljon, S Kroon, H Kamper Advances in Neural Information Processing Systems 31, 2018 | 18 | 2018 |
| A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning A Pretorius, S Cameron, E Van Biljon, T Makkink, S Mawjee, J du Plessis, ... Advances in neural information processing systems 33, 9983-9994, 2020 | 14 | 2020 |
| Alp Öktem, Wole Akin, Ghollah Kioko, Kevin Degila, Herman Kamper, Bonaventure Dossou, Chris Emezue, Kelechi Ogueji, and Abdallah Bashir. 2020 I Orife, J Kreutzer, B Sibanda, D Whitenack, K Siminyu, L Martinus, JT Ali, ... Masakhane-machine translation for africa. CoRR, abs, 2003 | 11 | 2003 |
| If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks A Pretorius, E Van Biljon, B van Niekerk, R Eloff, M Reynard, S James, ... Pattern Recognition Letters 138, 95-105, 2020 | 3 | 2020 |
| Learning to communicate through imagination with model-based deep multi-agent reinforcement learning A Pretorius, S Cameron, AP Smit, E van Biljon, L Francis, F Azeez, ... | 3 | 2020 |
| Masakhane-machine translation for africa L Martinus, JT Ali, J Abbott, V Marivate, S Kabongo, M Meressa, ... arXiv preprint arXiv:2003.11529, 2020 | 2 | 2020 |
| Initialisation of noise-regularised neural networks E Van Biljon Stellenbosch: Stellenbosch University, 2021 | | 2021 |
| Creating Intelligent Agents with Reinforcement Learning E VAN Biljon University of Stellenbosch, 2017 | | 2017 |
Arnu PretoriusStaff Research Scientist, InstaDeep LtdVahvistettu sähköpostiosoite verkkotunnuksessa instadeep.com
