2021

De Sousa Ribeiro, Fabio (2021) Uncertainty and Capsule Networks for Computer Vision. PhD thesis, University of Lincoln.

2020

De Sousa Ribeiro, Fabio, Leontidis, George and Kollias, Stefanos (2020) Introducing Routing Uncertainty in Capsule Networks. In: 2020 Conference on Neural Information Processing Systems, December 6-12, 2020, Vancouver, Canada.

De Sousa Ribeiro, Fabio, Caliva, Francesco, Swainson, Mark, Gudmundsson, Kjartan, Leontidis, Georgios and Kollias, Stefanos (2020) Deep Bayesian Self-Training. Neural Computing and Applications, 32 (9). pp. 4275-4291. ISSN 0941-0643

De Sousa Ribeiro, Fabio, Leontidis, Georgios and Kollias, Stefanos (2020) Capsule Routing via Variational Bayes. In: Thirty-fourth AAAI Conference on Artificial Intelligence, 7-12 February 2020, New York, USA.

Demaziere, Christophe, Mylonakis, Antonios, Vinai, Paolo, Durrant, Aiden, De Sousa Ribeiro, Fabio, Wingate, James, Leontidis, Georgios and Kollias, Stefanos (2020) Neutron Noise-based Anomaly Classification and Localization using Machine Learning. In: International Conference on Physics of Reactors (PHYSOR) 2020.

2018

De Sousa Ribeiro, Fabio, Caliva, Francesco, Chionis, Dionysios, Dokhane, Abdelhamid, Mylonakis, Antonios, Demaziere, Christophe, Leontidis, Georgios and Kollias, Stefanos (2018) Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis. In: Computational Intelligence (SSCI), 2018 IEEE Symposium Series on.

Caliva, Francesco, De Sousa Ribeiro, Fabio, Mylonakis, Antonios, Demaziere, Christophe, Vinai, Paolo, Leontidis, Georgios and Kollias, Stefanos (2018) A deep learning approach to anomaly detection in nuclear reactors. 2018 International Joint Conference on Neural Networks (IJCNN) . ISSN 2161-4393

De Sousa Ribeiro, Fabio, Gong, Liyun, Caliva, Francesco, Gudmundsson, Kjartan, Swainson, Mark, Yu, Miao, Leontidis, Georgios, Ye, Xujiong and Kollias, Stefanos (2018) An End-to-End Deep Neural Architecture for Optical Character Verification and Recognition in Retail Food Packaging. 2018 25th IEEE International Conference on Image Processing (ICIP) . pp. 2376-2380. ISSN 2381-8549

De Sousa Ribeiro, Fabio, Caliva, Francesco, Swainson, Mark, Gudmundsson, Kjartan, Leontidis, Georgios and Kollias, Stefanos (2018) An adaptable deep learning system for optical character verification in retail food packaging. 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) . pp. 1-8. ISSN 2473-4691