No evidence for extensions to the standard cosmological model A Heavens, Y Fantaye, E Sellentin, H Eggers, Z Hosenie, S Kroon, ... Physical review letters 119 (10), 101301, 2017 | 149 | 2017 |
Detecting potholes using simple image processing techniques and real-world footage S Nienaber, T Booysen, S Kroon South African Transport Conference, 2015 | 102 | 2015 |
Variational autoencoders for missing data imputation with application to a simulated milling circuit JT McCoy, S Kroon, L Auret IFAC-PapersOnLine 51 (21), 141-146, 2018 | 98 | 2018 |
Marginal Likelihoods from Monte Carlo Markov Chains A Heavens, Y Fantaye, A Mootoovaloo, H Eggers, Z Hosenie, S Kroon, ... arXiv preprint arXiv:1704.03472, 2017 | 80 | 2017 |
A comparison of low-cost monocular vision techniques for pothole distance estimation S Nienaber, RS Kroon, MJ Booysen 2015 IEEE symposium series on computational Intelligence, 419-426, 2015 | 42 | 2015 |
Binary jumbled string matching for highly run-length compressible texts G Badkobeh, G Fici, S Kroon, Z Lipták Information Processing Letters 113 (17), 604-608, 2013 | 34* | 2013 |
Learning dynamics of linear denoising autoencoders A Pretorius, S Kroon, H Kamper International Conference on Machine Learning 2018, 2018 | 33 | 2018 |
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 |
Unsupervised pre-training for fully convolutional neural networks S Wiehman, S Kroon, H De Villiers 2016 Pattern Recognition Association of South Africa and Robotics and …, 2016 | 16 | 2016 |
New reinforcement learning algorithm for robot soccer M Yoon, J Bekker, S Kroon orion 33 (1), 1-20, 2017 | 9 | 2017 |
On the expected behaviour of noise regularised deep neural networks as Gaussian processes A Pretorius, H Kamper, S Kroon Pattern Recognition Letters 138, 75-81, 2020 | 7 | 2020 |
Performance-agnostic fusion of probabilistic classifier outputs JF Masakuna, SW Utete, S Kroon 2020 IEEE 23rd International Conference on Information Fusion (FUSION), 1-8, 2020 | 7 | 2020 |
Sample evaluation for action selection in monte carlo tree search D Brand, S Kroon Proceedings of the Southern African Institute for Computer Scientist and …, 2014 | 7 | 2014 |
A community-based model of online social networks L Botha, S Kroon The 4th SNA-KDD Workshop on Social Network Mining and Analysis, 2010 | 6 | 2010 |
Monte-Carlo tree search parallelisation for computer go F van Niekerk, S Kroon, GJ van Rooyen, CP Inggs Proceedings of the South African Institute for Computer Scientists and …, 2012 | 5 | 2012 |
Unsupervised construction of topic-based twitter lists F de Villiers, ME Hoffmann, S Kroon 2012 International Conference on Privacy, Security, Risk and Trust and 2012 …, 2012 | 5 | 2012 |
N-gram representations for comment filtering D Brand, S Kroon, B Van der Merwe, L Cleophas Proceedings of the 2015 Annual Research Conference on South African …, 2015 | 4 | 2015 |
Graphical residual flows J Mouton, S Kroon ICLR 2022 Workshop on Deep Generative Models for Highly Structured Data, 2022 | 3 | 2022 |
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 |
Stochastic gradient annealed importance sampling for efficient online marginal likelihood estimation SA Cameron, HC Eggers, S Kroon Entropy 21 (11), 1109, 2019 | 3 | 2019 |