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Steve Kroon
Steve Kroon
Computer Science Division, Stellenbosch University
Dirección de correo verificada de sun.ac.za - Página principal
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Año
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
1492017
Detecting potholes using simple image processing techniques and real-world footage
S Nienaber, T Booysen, S Kroon
South African Transport Conference, 2015
1022015
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
982018
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
802017
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
422015
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
332018
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
182018
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
162016
New reinforcement learning algorithm for robot soccer
M Yoon, J Bekker, S Kroon
orion 33 (1), 1-20, 2017
92017
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
72020
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
72020
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
72014
A community-based model of online social networks
L Botha, S Kroon
The 4th SNA-KDD Workshop on Social Network Mining and Analysis, 2010
62010
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
52012
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
52012
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
42015
Graphical residual flows
J Mouton, S Kroon
ICLR 2022 Workshop on Deep Generative Models for Highly Structured Data, 2022
32022
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
32020
Stochastic gradient annealed importance sampling for efficient online marginal likelihood estimation
SA Cameron, HC Eggers, S Kroon
Entropy 21 (11), 1109, 2019
32019
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Artículos 1–20