Elan van Biljon
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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
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
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
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
On optimal transformer depth for low-resource language translation
E Van Biljon, A Pretorius, J Kreutzer
arXiv preprint arXiv:2004.04418, 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
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
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, ...
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages
A Bashir, A Akinfaderin, A Íktem, A Ramkilowan, A Olabiyi, B Bassey, ...
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