Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Georgios Leontidis

EDLaaS; Fully Homomorphic Encryption Over Neural Network Graphs

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

* 12 pages, 11 figures, journal 

  Access Paper or Ask Questions

Fully Homomorphically Encrypted Deep Learning as a Service

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

* 8 pages 

  Access Paper or Ask Questions

Hyperspherically Regularized Networks for BYOL Improves Feature Uniformity and Separability

Apr 29, 2021
Aiden Durrant, Georgios Leontidis

* 9 pages, 4 figures 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Contrastive Domain Adaptation

Mar 26, 2021
Mamatha Thota, Georgios Leontidis

* 10 pages, 6 figures, 5 tables 

  Access Paper or Ask Questions

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

  Access Paper or Ask Questions

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

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

* 6 pages 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Capsule Routing via Variational Bayes

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

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions