Willie Brink

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 13

Top Topics

Diabetic Retinopathy

Reinforcement Learning

Monte Carlo Methods

Top Venues

Auton. Agents Multi Agent Syst.

Publications

Andries P. Smit, Herman A. Engelbrecht, Willie Brink, Arnu Pretorius
Scaling multi-agent reinforcement learning to full 11 versus 11 simulated robotic football. Auton. Agents Multi Agent Syst. 37 (1) (2023)
Dylan S. Geldenhuys, Shane Josias, Willie Brink, Mulanga Makhubele, Cang Hui, Pietro Landi, Jeremy Bingham, John Hargrove, C. Marijn Hazelbag
Deep learning approaches to landmark detection in tsetse wing images. PLoS Comput. Biol. 19 (6) (2023)
Shane Josias, Willie Brink
Jacobian Norm Regularisation and Conditioning in Neural ODEs. SACAIR (2022)
Samuel Ofosu Mensah, Bubacarr Bah, Willie Brink
Towards the Localisation of Lesions in Diabetic Retinopathy. SAI (3) (2021)
André Nortje, Willie Brink, Herman A. Engelbrecht, Herman Kamper
BINet: A binary inpainting network for deep patch-based image compression. Signal Process. Image Commun. 92 (2021)
Arnu Pretorius, Kale-ab Tessera, Andries P. Smit, Claude Formanek, St John Grimbly, Kevin Eloff, Siphelele Danisa, Lawrence Francis, Jonathan Shock, Herman Kamper, Willie Brink, Herman A. Engelbrecht, Alexandre Laterre, Karim Beguir
Mava: a research framework for distributed multi-agent reinforcement learning. CoRR (2021)
Simon Streicher, Willie Brink, Johan A. du Preez
A Probabilistic Graphical Model Approach to the Structure-and-Motion Problem. CoRR (2021)
Mikkel du Plessis, Willie Brink
Improving the Performance of Image Captioning Models Trained on Small Datasets. SACAIR (2021)
Samuel Ofosu Mensah, Bubacarr Bah, Willie Brink
Towards the Localisation of Lesions in Diabetic Retinopathy. CoRR (2020)
Peter Thompson, Willie Brink
Image identification of Protea species with attributes and subgenus scaling. WACV (2020)
Jeanne E. Daniel, Willie Brink, Ryan Eloff, Charles Copley
Towards Automating Healthcare Question Answering in a Noisy Multilingual Low-Resource Setting. ACL (1) (2019)
André Nortje, Willie Brink, Herman A. Engelbrecht, Herman Kamper
BINet: a binary inpainting network for deep patch-based image compression. CoRR (2019)
Daniek Joubert, Willie Brink, Ben Herbst
Pose Uncertainty in Occupancy Grids through Monte Carlo Integration. J. Intell. Robotic Syst. 77 (1) (2015)
Daniek Joubert, Willie Brink, Ben Herbst
Pose uncertainty in occupancy grids through Monte Carlo integration. ICAR (2013)
Wikus Brink, Corné E. van Daalen, Willie Brink
Probabilistic outlier removal for robust landmark identification in stereo vision based SLAM. IROS (2012)
Willie Brink, Alan Robinson, Marcos A. Rodrigues
Indexing Uncoded Stripe Patterns in Structured Light Systems by Maximum Spanning Trees. BMVC (2008)