Georgios Leontidis

76 papers A* 2B 2Journal 60Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	HiAP: A Multi-Granular Stochastic Auto-Pruning Framework for Vision Transformers. CoRR Andy Li, Aiden Durrant, Milan Markovic, Georgios Leontidis
2025	J	`jnl`	Capsule Network Projectors are Equivariant and Invariant Learners. Trans. Mach. Learn. Res. Miles Everett, Aiden Durrant, Mingjun Zhong, Georgios Leontidis
2025	J	`jnl`	Enhancing Self-Supervised Learning with Semantic Pairs A New Dataset and Empirical Study. CoRR Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong
2025	J	`jnl`	Enhancing Strawberry Yield Forecasting with Backcasted IoT Sensor Data and Machine Learning. CoRR Tewodros Alemu Ayall, Andy Li, Matthew Beddows, Milan Markovic, Georgios Leontidis
2025	J	`jnl`	EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks. CoRR Athinoulla Konstantinou, Georgios Leontidis, Mamatha Thota, Aiden Durrant
2025	—	`conf`	Exploring Segment Anything Foundation Models for Out of Domain Crevasse Drone Image Segmentation. NLDL Steven Wallace, Aiden Durrant, William David Harcourt, Richard Hann, Georgios Leontidis
2025	J	`jnl`	MMDEW: Multipurpose Multiclass Density Estimation in the Wild. CoRR Villanelle O'Reilly, Jonathan Cox, Georgios Leontidis, Marc Hanheide, Petra Bosilj, James Brown
2025	J	`jnl`	Masked Capsule Autoencoders. Trans. Mach. Learn. Res. Miles Everett, Mingjun Zhong, Georgios Leontidis
2025	J	`jnl`	Multimodal Federated Learning With Missing Modalities through Feature Imputation Network. CoRR Pranav Poudel, Aavash Chhetri, Prashnna K. Gyawali, Georgios Leontidis, Binod Bhattarai
2025	—	`conf`	Multimodal Federated Learning with Missing Modalities Through Feature Imputation Network. MIUA (1) Pranav Poudel, Aavash Chhetri, Prashnna K. Gyawali, Georgios Leontidis, Binod Bhattarai
2025	J	`jnl`	OmniNet: an expandable causal inference network for multiple modalities. Neural Comput. Appl. Yinuo Zhou, Georgios Leontidis, Mingjun Zhong
2025	J	`jnl`	Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning. Trans. Mach. Learn. Res. Andy Li, Aiden Durrant, Milan Markovic, Tianjin Huang, Souvik Kundu, Tianlong Chen, Lu Yin, Georgios Leontidis
2024	—	`conf`	Accelerate Training of Personalised Multi-Task Federated Learning. ICAC Yiren Li, Pradip Kumar Sharma, Georgios Leontidis, Dewei Yi
2024	J	`jnl`	Capsule Network Projectors are Equivariant and Invariant Learners. CoRR Miles Everett, Aiden Durrant, Mingjun Zhong, Georgios Leontidis
2024	—	`conf`	Farm Explorer: A Tool for Calculating Transparent Greenhouse Gas Emissions. ISWC (Posters/Demos/Industry) Milan Markovic, Stefano Germano, Daniel Garijo, Peter Edwards, Andy Li, Tewodros Ayall, Rachael Ramsey, Georgios Leontidis
2024	J	`jnl`	Investigating the Capabilities of Deep Learning for Processing and Interpreting One-Shot Multi-offset GPR Data: A Numerical Case Study for Lunar and Martian Environments. CoRR Iraklis Giannakis, Craig Warren, Antonios Giannopoulos, Georgios Leontidis, Yan Su, Feng Zhou, F. Javier Martín-Torres, Nectaria Diamanti
2024	J	`jnl`	LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations. CoRR Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong
2024	J	`jnl`	LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations. Trans. Mach. Learn. Res. Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong
2024	J	`jnl`	Masked Capsule Autoencoders. CoRR Miles Everett, Mingjun Zhong, Georgios Leontidis
2024	—	`ed.`	Medical Image Understanding and Analysis - 27th Annual Conference, MIUA 2023, Aberdeen, UK, July 19-21, 2023, Proceedings MIUA Gordon D. Waiter, Tryphon Lambrou, Georgios Leontidis, Nir Oren, Teresa Morris, Sharon Gordon
2024	J	`jnl`	Model pruning enables localized and efficient federated learning for yield forecasting and data sharing. Expert Syst. Appl. Andy Li, Milan Markovic, Peter Edwards, Georgios Leontidis
2024	J	`jnl`	Object-centric Learning with Capsule Networks: A Survey. ACM Comput. Surv. Fabio De Sousa Ribeiro, Kevin Duarte, Miles Everett, Georgios Leontidis, Mubarak Shah
2024	J	`jnl`	Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning. CoRR Andy Li, Aiden Durrant, Milan Markovic, Lu Yin, Georgios Leontidis
2024	J	`jnl`	Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods. Trans. Mach. Learn. Res. Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong
2023	J	`jnl`	Deep learning universal crater detection using Segment Anything Model (SAM). CoRR Iraklis Giannakis, Anshuman Bhardwaj, Lydia Sam, Georgios Leontidis
2023	J	`jnl`	HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes. CoRR Aiden Durrant, Georgios Leontidis
2023	J	`jnl`	LLEDA - Lifelong Self-Supervised Domain Adaptation. Knowl. Based Syst. Mamatha Thota, Dewei Yi, Georgios Leontidis
2023	J	`jnl`	Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing. CoRR Andy Li, Milan Markovic, Peter Edwards, Georgios Leontidis
2023	J	`jnl`	Premonition Net, a multi-timeline transformer network architecture towards strawberry tabletop yield forecasting. Comput. Electron. Agric. George Onoufriou, Marc Hanheide, Georgios Leontidis
2023	J	`jnl`	ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method. CoRR Miles Everett, Mingjun Zhong, Georgios Leontidis
2023	J	`jnl`	ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method. Trans. Mach. Learn. Res. Miles Everett, Mingjun Zhong, Georgios Leontidis
2023	J	`jnl`	S-JEA: Stacked Joint Embedding Architectures for Self-Supervised Visual Representation Learning. CoRR Alzbeta Manová, Aiden Durrant, Georgios Leontidis
2023	J	`jnl`	Semantic Positive Pairs for Enhancing Contrastive Instance Discrimination. CoRR Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong
2023	J	`jnl`	Tabular Machine Learning Methods for Predicting Gas Turbine Emissions. CoRR Rebecca Potts, Rick Hackney, Georgios Leontidis
2023	J	`jnl`	Tabular Machine Learning Methods for Predicting Gas Turbine Emissions. Mach. Learn. Knowl. Extr. Rebecca Potts, Rick Hackney, Georgios Leontidis
2023	J	`jnl`	Vanishing Activations: A Symptom of Deep Capsule Networks. CoRR Miles Everett, Mingjun Zhong, Georgios Leontidis
2022	J	`jnl`	EDLaaS: Fully Homomorphic Encryption over Neural Network Graphs for Vision and Private Strawberry Yield Forecasting. Sensors George Onoufriou, Marc Hanheide, Georgios Leontidis
2022	J	`jnl`	Hyperspherically regularized networks for self-supervision. Image Vis. Comput. Aiden Durrant, Georgios Leontidis
2022	J	`jnl`	LLEDA - Lifelong Self-Supervised Domain Adaptation. CoRR Mamatha Thota, Dewei Yi, Georgios Leontidis
2022	J	`jnl`	Learning with Capsules: A Survey. CoRR Fabio De Sousa Ribeiro, Kevin Duarte, Miles Everett, Georgios Leontidis, Mubarak Shah
2022	J	`jnl`	Premonition Net, A Multi-Timeline Transformer Network Architecture Towards Strawberry Tabletop Yield Forecasting. CoRR George Onoufriou, Marc Hanheide, Georgios Leontidis
2022	J	`jnl`	The role of cross-silo federated learning in facilitating data sharing in the agri-food sector. Comput. Electron. Agric. Aiden Durrant, Milan Markovic, David Matthews, David May, Jessica A. Enright, Georgios Leontidis
2021	J	`jnl`	An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth. Inf. Sci. Bashar Alhnaity, Stefanos D. Kollias, Georgios Leontidis, Shouyong Jiang, Bert Schamp, Simon Pearson
2021	—	`conf`	Contrastive Domain Adaptation. CVPR Workshops Mamatha Thota, Georgios Leontidis
2021	J	`jnl`	Contrastive Domain Adaptation. CoRR Mamatha Thota, Georgios Leontidis
2021	J	`jnl`	EDLaaS; Fully Homomorphic Encryption Over Neural Network Graphs. CoRR George Onoufriou, Marc Hanheide, Georgios Leontidis
2021	J	`jnl`	Fully Homomorphically Encrypted Deep Learning as a Service. CoRR George Onoufriou, Paul Mayfield, Georgios Leontidis
2021	J	`jnl`	Fully Homomorphically Encrypted Deep Learning as a Service. Mach. Learn. Knowl. Extr. George Onoufriou, Paul Mayfield, Georgios Leontidis
2021	J	`jnl`	Hyperspherically Regularized Networks for BYOL Improves Feature Uniformity and Separability. CoRR Aiden Durrant, Georgios Leontidis
2021	J	`jnl`	Lightweight deep learning models for detecting COVID-19 from chest X-ray images. Comput. Biol. Medicine Stefanos Karakanis, Georgios Leontidis
2021	J	`jnl`	The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector. CoRR Aiden Durrant, Milan Markovic, David Matthews, David May, Jessica A. Enright, Georgios Leontidis
2020	J	`jnl`	A Hybrid Natural Language Generation System Integrating Rules and Deep Learning Algorithms. CoRR Wei Wei, Bei Zhou, Georgios Leontidis
2020	J	`jnl`	An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth. CoRR Bashar Alhnaity, Stefanos D. Kollias, Georgios Leontidis, Shouyong Jiang, Bert Schamp, Simon Pearson
2020	A*	`conf`	Capsule Routing via Variational Bayes. AAAI Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos D. Kollias
2020	J	`jnl`	Deep Bayesian Self-Training. Neural Comput. Appl. Fabio De Sousa Ribeiro, Francesco Calivá, Mark Swainson, Kjartan Gudmundsson, Georgios Leontidis, Stefanos D. Kollias
2020	J	`jnl`	Imputation of missing sub-hourly precipitation data in a large sensor network: a machine learning approach. CoRR Benedict Delahaye Chivers, John Wallbank, Steven J. Cole, Ondrej Sebek, Simon Stanley, Matthew Fry, Georgios Leontidis
2020	A*	`conf`	Introducing Routing Uncertainty in Capsule Networks. NeurIPS Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos D. Kollias
2020	J	`jnl`	Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging. CoRR Mamatha Thota, Stefanos D. Kollias, Mark Swainson, Georgios Leontidis
2020	J	`jnl`	Multi-source domain adaptation for quality control in retail food packaging. Comput. Ind. Mamatha Thota, Stefanos D. Kollias, Mark Swainson, Georgios Leontidis
2019	J	`jnl`	Capsule Routing via Variational Bayes. CoRR Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos D. Kollias
2019	J	`jnl`	Corrigendum to "A new unified framework for the early detection of the progression to diabetic retinopathy from fundus images" [Comput. Biol. Med. 90C (2017) 98-115]. Comput. Biol. Medicine Georgios Leontidis
2019	J	`jnl`	Nemesyst: A Hybrid Parallelism Deep Learning-Based Framework Applied for Internet of Things Enabled Food Retailing Refrigeration Systems. CoRR George Onoufriou, Ronald Bickerton, Simon Pearson, Georgios Leontidis
2019	J	`jnl`	Nemesyst: A hybrid parallelism deep learning-based framework applied for internet of things enabled food retailing refrigeration systems. Comput. Ind. George Onoufriou, Ronald Bickerton, Simon Pearson, Georgios Leontidis
2019	J	`jnl`	Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments. CoRR Bashar Alhnaity, Simon Pearson, Georgios Leontidis, Stefanos D. Kollias
2018	B	`conf`	A Deep Learning Approach to Anomaly Detection in Nuclear Reactors. IJCNN Francesco Calivá, Fabio De Sousa Ribeiro, Antonios Mylonakis, Christophe Demazière, Paolo Vinai, Georgios Leontidis, Stefanos D. Kollias
2018	B	`conf`	An End-to-End Deep Neural Architecture for Optical Character Verification and Recognition in Retail Food Packaging. ICIP Fabio De Sousa Ribeiro, Liyun Gong, Francesco Calivá, Mark Swainson, Kjartan Gudmundsson, Miao Yu, Georgios Leontidis, Xujiong Ye, Stefanos D. Kollias
2018	—	`conf`	An adaptable deep learning system for optical character verification in retail food packaging. EAIS Fabio De Sousa Ribeiro, Francesco Calivá, Mark Swainson, Kjartan Gudmundsson, Georgios Leontidis, Stefanos D. Kollias
2018	J	`jnl`	Deep Bayesian Uncertainty Estimation for Adaptation and Self-Annotation of Food Packaging Images. CoRR Fabio De Sousa Ribeiro, Francesco Calivá, Mark Swainson, Kjartan Gudmundsson, Georgios Leontidis, Stefanos D. Kollias
2018	—	`conf`	Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis. SSCI Fabio De Sousa Ribeiro, Francesco Calivá, Dionysios Chionis, Abdelhamid Dokhane, Antonios Mylonakis, Christophe Demazière, Georgios Leontidis, Stefanos D. Kollias
2018	J	`jnl`	Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis. CoRR Fabio De Sousa Ribeiro, Francesco Calivá, Dionysios Chionis, Abdelhamid Dokhane, Antonios Mylonakis, Christophe Demazière, Georgios Leontidis, Stefanos D. Kollias
2017	J	`jnl`	A new unified framework for the early detection of the progression to diabetic retinopathy from fundus images. Comput. Biol. Medicine Georgios Leontidis
2017	—	`conf`	Adaptation and contextualization of deep neural network models. SSCI Dimitrios Kollias, Miao Yu, Athanasios Tagaris, Georgios Leontidis, Andreas Stafylopatis, Stefanos D. Kollias
2016	—	`—`	Early screening and diagnosis of diabetic retinopathy. Georgios Leontidis
2016	J	`jnl`	Summarising the retinal vascular calibres in healthy, diabetic and diabetic retinopathy eyes. Comput. Biol. Medicine Georgios Leontidis, Bashir Al-Diri, Andrew Hunter
2015	—	`conf`	Automatic Gunn and Salus sign quantification in retinal images. EMBC Jeffrey Wigdahl, Pedro Guimarães, Georgios Leontidis, Areti Triantafyllou, Alfredo Ruggeri
2015	—	`conf`	Evaluation of geometric features as biomarkers of diabetic retinopathy for characterizing the retinal vascular changes during the progression of diabetes. EMBC Georgios Leontidis, Bashir Al-Diri, Jeffrey Wigdahl, Andrew Hunter