| 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 | 31 | 2019 |
| 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 | 29 | 2020 |
| Critical initialisation for deep signal propagation in noisy rectifier neural networks A Pretorius, E Van Biljon, S Kroon, H Kamper arXiv preprint arXiv:1811.00293, 2018 | 16 | 2018 |
| 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 | 15 | 2020 |
| On optimal transformer depth for low-resource language translation E Van Biljon, A Pretorius, J Kreutzer arXiv preprint arXiv:2004.04418, 2020 | 13 | 2020 |
| 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 Plessis, ... arXiv preprint arXiv:2010.07777, 2020 | 1 | 2020 |
| 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 | 1 | 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, ... | | 2020 |
| Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages A Bashir, A Akinfaderin, A Öktem, A Ramkilowan, A Olabiyi, B Bassey, ... | | 2020 |
Arnu PretoriusResearch Scientist, InstaDeep LtdVerified email at instadeep.com
