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EDLaaS; Fully Homomorphic Encryption Over Neural Network Graphs


Oct 26, 2021
George Onoufriou, Marc Hanheide, Georgios Leontidis

* 12 pages, 11 figures, journal 

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Fully Homomorphically Encrypted Deep Learning as a Service


Jul 26, 2021
George Onoufriou, Paul Mayfield, Georgios Leontidis

* 8 pages 

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Hyperspherically Regularized Networks for BYOL Improves Feature Uniformity and Separability


Apr 29, 2021
Aiden Durrant, Georgios Leontidis

* 9 pages, 4 figures 

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The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector


Apr 14, 2021
Aiden Durrant, Milan Markovic, David Matthews, David May, Jessica Enright, Georgios Leontidis

* 23 pages, 5 figures, 5 tables 

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Contrastive Domain Adaptation


Mar 26, 2021
Mamatha Thota, Georgios Leontidis

* 10 pages, 6 figures, 5 tables 

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An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth


Dec 07, 2020
Bashar Alhnaity, Stefanos Kollias, Georgios Leontidis, Shouyong Jiang, Bert Schamp, Simon Pearson


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A Hybrid Natural Language Generation System Integrating Rules and Deep Learning Algorithms


Jun 17, 2020
Wei Wei, Bei Zhou, Georgios Leontidis

* 6 pages 

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Imputation of missing sub-hourly precipitation data in a large sensor network: a machine learning approach


Mar 30, 2020
Benedict Delahaye Chivers, John Wallbank, Steven J. Cole, Ondrej Sebek, Simon Stanley, Matthew Fry, Georgios Leontidis

* 27 pages, 6 figures, 4 tables 

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Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging


Jan 28, 2020
Mamatha Thota, Stefanos Kollias, Mark Swainson, Georgios Leontidis

* 8 pages, 3 figures, 7 tables 

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Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments


Jul 01, 2019
Bashar Alhnaity, Simon Pearson, Georgios Leontidis, Stefanos Kollias

* 8 pages, 2 figures, 1 table. arXiv admin note: text overlap with arXiv:1807.11809, arXiv:1707.00666 by other authors 

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Nemesyst: A Hybrid Parallelism Deep Learning-Based Framework Applied for Internet of Things Enabled Food Retailing Refrigeration Systems


Jun 04, 2019
George Onoufriou, Ronald Bickerton, Simon Pearson, Georgios Leontidis

* 23 pages, 11 figures, 4 tables, 2 appendices 

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Capsule Routing via Variational Bayes


May 27, 2019
Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos Kollias


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Deep Bayesian Uncertainty Estimation for Adaptation and Self-Annotation of Food Packaging Images


Nov 26, 2018
Fabio De Sousa Ribeiro, Francesco Caliva, Mark Swainson, Kjartan Gudmundsson, Georgios Leontidis, Stefanos Kollias

* 15 pages, 6 figures, 5 tables 

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Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis


Sep 08, 2018
Fabio De Sousa Ribeiro, Francesco Caliva, Dionysios Chionis, Abdelhamid Dokhane, Antonios Mylonakis, Christophe Demaziere, Georgios Leontidis, Stefanos Kollias

* 8 pages, 8 figures, 5 tables; typos corrected, added references, minor alterations, results unchanged 

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