Critical initialisation for deep signal propagation in noisy rectifier neural networks. - Arnu Pretorius; Elan Van Biljon; Steve Kroon; Herman Kamper (NeurIPS, 2018)

Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks. - Ryan Eloff; André Nortje; Benjamin van Niekerk; Avashna Govender; Leanne Nortje; Arnu Pretorius; Elan Van Biljon; Ewald van der Westhuizen; Lisa van Staden; Herman Kamper (INTERSPEECH, 2019)

Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. - Wilhelmina Nekoto; Vukosi Marivate; Tshinondiwa Matsila; Timi E. Fasubaa; Taiwo Fagbohungbe; Solomon Oluwole Akinola; Shamsuddeen Hassan Muhammad; Salomon Kabongo Kabenamualu; Salomey Osei; Freshia Sackey; Rubungo Andre Niyongabo; Ricky Macharm; et al. (EMNLP (Findings), 2020)

A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning. - Arnu Pretorius; Scott Alexander Cameron; Elan Van Biljon; Tom Makkink; Shahil Mawjee; Jeremy du Plessis; Jonathan P. Shock; Alexandre Laterre; Karim Beguir (NeurIPS, 2020)

Masakhane - Machine Translation For Africa. - Iroro Orife; Julia Kreutzer; Blessing K. Sibanda; Daniel Whitenack; Kathleen Siminyu; Laura Martinus; Jamiil Toure Ali; Jade Z. Abbott; Vukosi Marivate; Salomon Kabongo; Musie Meressa; Espoir Murhabazi; et al. (AfricaNLP, 2020)

On Optimal Transformer Depth for Low-Resource Language Translation. - Elan Van Biljon; Arnu Pretorius; Julia Kreutzer (AfricaNLP, 2020)

Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. - Wilhelmina Nekoto; Vukosi Marivate; Tshinondiwa Matsila; Timi E. Fasubaa; Tajudeen Kolawole; Taiwo Fagbohungbe; Solomon Oluwole Akinola; Shamsuddeen Hassan Muhammad; Salomon Kabongo; Salomey Osei; Sackey Freshia; Rubungo Andre Niyongabo; et al. (CoRR, 2020)

If dropout limits trainable depth, does critical initialisation still matter? A large-scale statistical analysis on ReLU networks. - Arnu Pretorius; Elan Van Biljon; Benjamin van Niekerk; Ryan Eloff; Matthew Reynard; Steven James 001; Benjamin Rosman; Herman Kamper; Steve Kroon (Pattern Recognit. Lett., 2020)