Items where authors include "Javed, M."
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Su, J., Anderson, S., Javed, M. et al. (3 more authors) (2023) Plant leaf deep semantic segmentation and a novel benchmark dataset for morning glory plant harvesting. Neurocomputing, 555. 126609. ISSN 0925-2312
Javed, M., Mihaylova, L. orcid.org/0000-0001-5856-2223 and Bouaynaya, N. (2022) Robustness analysis of Gaussian process convolutional neural network with uncertainty quantification. International Journal of Machine Learning and Computing, 12 (5). pp. 169-178.
Gonzalez, F.A., Badilita, A.-M., Baker, A. et al. (30 more authors) (2017) Project SunbYte: solar astronomy on a budget. Astronomy and Geophysics, 58 (2). 2.24-2.25. ISSN 1366-8781
Proceedings Paper
Javed, M., Mihaylova, L. orcid.org/0000-0001-5856-2223 and Bouaynaya, N. (2021) Variance guided continual learning in a convolutional neural network Gaussian process single classifier approach for multiple tasks in noisy images. In: de Villiers, P., de Waal, A. and Gustafsson, F., (eds.) 2021 IEEE 24th International Conference on Information Fusion (FUSION). 24th International Conference on Information Fusion (Fusion 2021), 01-04 Nov 2021, Sun City, South Africa. Institute of Electrical and Electronics Engineers . ISBN 9781665414272
Javed, M. and Mihaylova, L. orcid.org/0000-0001-5856-2223 (2019) Leveraging uncertainty in adversarial learning to improve deep learning based segmentation. In: Proceedings of IEEE 13th Symposium Sensor Data Fusion. 13th Symposium Sensor Data Fusion, 15-17 Oct 2019, Bonn, Germany. Institute of Electrical and Electronics Engineers (IEEE) . ISBN 9781728150864