30 citations · 35 across the 3 of their papers we have counts for
4 papers · 1 filter
Premonition Net, A Multi-Timeline Transformer Network Architecture Towards Strawberry Tabletop Yield Forecasting
George Onoufriou, Marc Hanheide, Georgios Leontidis
Yield forecasting is a critical first step necessary for yield optimisation, with important consequences for the broader food supply chain, procurement, price-negotiation, logistic…
EDLaaS: Fully Homomorphic Encryption Over Neural Network Graphs for Vision and Private Strawberry Yield Forecasting
George Onoufriou, Marc Hanheide, Georgios Leontidis
We present automatically parameterised Fully Homomorphic Encryption (FHE) for encrypted neural network inference and exemplify our inference over FHE compatible neural networks wit…
Fully Homomorphically Encrypted Deep Learning as a Service
George Onoufriou, Paul Mayfield, Georgios Leontidis
Fully Homomorphic Encryption (FHE) is a relatively recent advancement in the field of privacy-preserving technologies. FHE allows for the arbitrary depth computation of both additi…
Nemesyst: A Hybrid Parallelism Deep Learning-Based Framework Applied for Internet of Things Enabled Food Retailing Refrigeration Systems
George Onoufriou, Ronald Bickerton, Simon Pearson +1
Deep Learning has attracted considerable attention across multiple application domains, including computer vision, signal processing and natural language processing. Although quite…