Items where authors include "Bouaynaya, N.C."

Article

Chen, R., Mihaylova, L. orcid.org/0000-0001-5856-2223, Zhu, H. et al. (1 more author) (2020) A deep learning framework for joint image restoration and recognition. Circuits, Systems and Signal Processing, 39 (3). pp. 1561-1580. ISSN 0278-081X

Proceedings Paper

Carannante, G., Bouaynaya, N.C. and Mihaylova, L. orcid.org/0000-0001-5856-2223 (2021) An enhanced particle filter for uncertainty quantification in neural networks. 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

Carannante, G., Dera, D., Rasool, G. et al. (2 more authors) (2020) Robust learning via ensemble density propagation in deep neural networks. In: 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP). MLSP 2020 : IEEE International Workshop on Machine Learning for Signal Processing, 21-24 Sep 2020, Espoo, Finland. IEEE . ISBN 9781728166636

Wang, P., Bouaynaya, N.C., Mihaylova, L. orcid.org/0000-0001-5856-2223 et al. (3 more authors) (2020) Bayesian neural networks uncertainty quantification with cubature rules. In: Proceedings of 2020 International Joint Conference on Neural Networks (IJCNN). 2020 International Joint Conference on Neural Networks (IJCNN), 19-24 Jul 2020, Glasgow, United Kingdom. IEEE , pp. 1-7. ISBN 9781728169279