GL
Georgios Leontidis
cs.LGcs.CVstat.MLcs.AIagri-foodcs.CRDiabetic retinopathyModels, Theoreticalagricultural yield predictionArteriovenous ratio
On Valency
published · living versionsW_h8j28mz2·v1 · currentpublished
A Station-Based Evaluation of Machine Learning-based Weather Forecasting Models in Northern Norway
with Siyan Chen, Lars Uebbing, Eirik Mikal Samuelsen, Arnt-Børre Salberg +3
1 version
W_kh37uzm3·v1published
Preprints & journals
53 papers in the corpus · 2015–2026How Many, but How Sure? Class Competition as a Confidence Proxy in Multi-Class Density-Based Counting2610.23611v1 · Villanelle O'Reilly, Georgios Leontidis, Marc Hanheide2026 · 0 citationsarXiv
Agent-based post-hoc correction of agricultural yield forecasts.42824155 · Beddows, Matthew, Durrant, Aiden, Leontidis, Georgios2026 · 0 citationsFrontiers in artificial intelligence. 2026;9:1911884
A Station-Based Evaluation of Machine Learning-based Weather Forecasting Models in Northern Norway2609.10564v1 · Siyan Chen, Lars Uebbing, Eirik Mikal Samuelsen et al.2026 · 0 citationsarXivon Valency
CrevasseSeg: A Label-Efficient UAV Crevasse Segmentation Framework2608.15790v2 · Steven Wallace, William D. Harcourt, Richard Hann et al.2026 · 0 citationsarXiv
Causal State-Space Model for Causal Inference: Estimating Longitudinal Individual Treatment Effects2608.08288v2 · Abisoye Abidakun, Mingjun Zhong, Georgios Leontidis2026 · 0 citationsarXiv
Group-Equivariant Poincaré Convolutional Networks2607.00556v2 · Aiden Durrant, Rahul Baburajan, Georgios Leontidis2026 · 0 citationsarXiv
Trust-Aware Predictive Emissions Monitoring for Gas Turbine Fleets with Limited Labelled Data2606.06156v1 · Rebecca Potts, Aiden Durrant, Rick Hackney et al.2026 · 0 citationsarXiv
NOFE - Neural Operator Function Embedding2605.11970v2 · Lars Uebbing, Harald L. Joakimsen, Siyan Chen et al.2026 · 0 citationsarXiv
The Impact of Semantic Pairs on Self-Supervised Representation Learning2510.08722v4 · Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong2025 · 0 citationsarXiv
Getting the Numbers Right$\unicode{x2014}$Modelling Multi-Class Object Counting in Dense and Varied Scenes2510.02213v2 · Villanelle O'Reilly, Jonathan Cox, Georgios Leontidis et al.2025 · 0 citationsarXiv
EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks2506.09895v1 · Athinoulla Konstantinou, Georgios Leontidis, Mamatha Thota et al.2025 · 0 citationsarXiv
Multimodal Federated Learning With Missing Modalities through Feature Imputation Network2505.20232v1 · Pranav Poudel, Aavash Chhetri, Prashnna Gyawali et al.2025 · 3 citationsarXiv
Enhancing Strawberry Yield Forecasting with Backcasted IoT Sensor Data and Machine Learning2504.18451v2 · Tewodros Alemu Ayall, Andy Li, Matthew Beddows et al.2025 · 2 citationsarXiv
Stereotypical bias amplification and reversal in an experimental model of human interaction with generative artificial intelligence.40206858 · Allan, Kevin, Azcona, Jacobo, Sripada, Somayajulu et al.2026 · 17 citationsRoyal Society open science. 2025;12(4):241472
Embedding AI-Enabled Data Infrastructures for Sustainability in Agri-Food: Soft-Fruit and Brewery Use Case Perspectives.39599104 · Markovic, Milan, Li, Andy, Ayall, Tewodros Alemu et al.2024 · 11 citationsSensors (Basel, Switzerland). 2024;24(22)
Investigating the Capabilities of Deep Learning for Processing and Interpreting One-Shot Multi-offset GPR Data: A Numerical Case Study for Lunar and Martian Environments2410.14386v1 · Iraklis Giannakis, Craig Warren, Antonios Giannopoulos et al.2024 · 0 citationsarXiv
The Clinical Practice Integration of Artificial Intelligence (CPI-AI) framework.39288942 · Farrow, Luke, Meek, Dominic, Leontidis, Georgios et al.2025 · 13 citationsBone & joint research. 2024;13(9):507-512
Stereotypical Bias Amplification, and Reversal, in an Experimental Model of Human Interaction with Generative AIr7vf5_v2 · Kevin Allan, Jacobo Azcona, Yaji Sripada et al.2024 · 1 citationPsyArXiv
Bottom-up formulations for the multi-criteria decision analysis of oil and gas pipeline decommissioning in the North Sea: Brent field case study.38924886 · Jalili, Shahin, Leontidis, Georgios, Cauvin, Samuel R et al.2024 · 10 citationsJournal of environmental management. 2024;365:121491
Capsule Network Projectors are Equivariant and Invariant Learners2405.14386v4 · Miles Everett, Aiden Durrant, Mingjun Zhong et al.2024 · 1 citationTransactions on Machine Learning Research (TMLR), October 2025 - https://openreview.net/pdf?id=7owCO3qskH
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations2403.06813v4 · Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong2024 · 0 citationsTMLR; 2024
Masked Capsule Autoencoders2403.04724v2 · Miles Everett, Mingjun Zhong, Georgios Leontidis2024 · 2 citationsTMLR 01/2025 - https://openreview.net/forum?id=JHxrh00W1j
ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method2307.09944v2 · Miles Everett, Mingjun Zhong, Georgios Leontidis2023 · 4 citationsTMLR December 2023 (https://openreview.net/pdf?id=Id10mlBjcx)
Tabular Machine Learning Methods for Predicting Gas Turbine Emissions2307.08386v1 · Rebecca Potts, Rick Hackney, Georgios Leontidis2023 · 19 citationsMachine Learning and Knowledge Extraction 2023
Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination Methods2306.16122v3 · Mohammad Alkhalefi, Georgios Leontidis, Mingjun Zhong2023 · 1 citationTMLR 2024 (https://openreview.net/pdf?id=z5AXLMBWdU)
S-JEA: Stacked Joint Embedding Architectures for Self-Supervised Visual Representation Learning2305.11701v2 · Alzbeta Manov'a, Aiden Durrant, Georgios Leontidis2023 · 1 citationarXiv
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes2305.10926v1 · Aiden Durrant, Georgios Leontidis2023 · 1 citationarXiv
Vanishing Activations: A Symptom of Deep Capsule Networks2305.11178v1 · Miles Everett, Mingjun Zhong, Georgios Leontidis2023 · 0 citationsarXiv
Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing2304.09876v1 · Andy Li, Milan Markovic, Peter Edwards et al.2023 · 44 citationsExpert Systems with Applications 2023
Deep learning universal crater detection using Segment Anything Model (SAM)2304.07764v1 · Iraklis Giannakis, Anshuman Bhardwaj, Lydia Sam et al.2023 · 14 citationsarXiv
Premonition Net, A Multi-Timeline Transformer Network Architecture Towards Strawberry Tabletop Yield Forecasting2211.08177v1 · George Onoufriou, Marc Hanheide, Georgios Leontidis2022 · 33 citationsarXiv
LLEDA -- Lifelong Self-Supervised Domain Adaptation2211.09027v3 · Mamatha Thota, Dewei Yi, Georgios Leontidis2022 · 11 citationsarXiv
EDLaaS:Fully Homomorphic Encryption over Neural Network Graphs for Vision and Private Strawberry Yield Forecasting.36365823 · Onoufriou, George, Hanheide, Marc, Leontidis, Georgios2022 · 12 citationsSensors (Basel, Switzerland). 2022;22(21)
Learning with Capsules: A Survey2206.02664v1 · Fabio De Sousa Ribeiro, Kevin Duarte, Miles Everett et al.2022 · 6 citationsarXiv
Fully Homomorphically Encrypted Deep Learning as a Service2107.12997v1 · George Onoufriou, Paul Mayfield, Georgios Leontidis2021 · 19 citationsarXiv
Hyperspherically Regularized Networks for Self-Supervision2105.00925v4 · Aiden Durrant, Georgios Leontidis2021 · 4 citationsarXiv
The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector2104.07468v2 · Aiden Durrant, Milan Markovic, David Matthews et al.2021 · 119 citationsComputers and Electronics in Agriculture, 2021
Contrastive Domain Adaptation2103.15566v1 · Mamatha Thota, Georgios Leontidis2021 · 81 citationsProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021, pp. 2209-2218
Lightweight deep learning models for detecting COVID-19 from chest X-ray images.33360271 · Karakanis, Stefanos, Leontidis, Georgios2021 · 146 citationsComputers in biology and medicine. 2021;130:104181
An autoencoder wavelet based deep neural network with attention mechanism for multistep prediction of plant growth2012.04041v1 · Bashar Alhnaity, Stefanos Kollias, Georgios Leontidis et al.2020 · 46 citationsarXiv
A Hybrid Natural Language Generation System Integrating Rules and Deep Learning Algorithms2006.09213v2 · Wei Wei, Bei Zhou, Georgios Leontidis2020 · 0 citationsarXiv
Imputation of missing sub-hourly precipitation data in a large sensor network: a machine learning approach2004.11123v2 · Benedict Delahaye Chivers, John Wallbank, Steven J. Cole et al.2020 · 56 citationsJournal of Hydrology 2020
Multi-Source Deep Domain Adaptation for Quality Control in Retail Food Packaging2001.10335v1 · Mamatha Thota, Stefanos Kollias, Mark Swainson et al.2020 · 3 citationsarXiv
Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments1907.00624v1 · Bashar Alhnaity, Simon Pearson, Georgios Leontidis et al.2019 · 113 citationsarXivon Valency
Nemesyst: A Hybrid Parallelism Deep Learning-Based Framework Applied for Internet of Things Enabled Food Retailing Refrigeration Systems1906.01600v2 · George Onoufriou, Ronald Bickerton, Simon Pearson et al.2019 · 30 citationsComputers in Industry, 2019
Capsule Routing via Variational Bayes1905.11455v3 · Fabio De Sousa Ribeiro, Georgios Leontidis, Stefanos Kollias2019 · 73 citationsarXiv
Deep Bayesian Self-Training1812.01681v3 · Fabio De Sousa Ribeiro, Francesco Caliva, Mark Swainson et al.2018 · 0 citationsarXiv
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].30473317 · Leontidis, Georgios2019 · 0 citationsComputers in biology and medicine. 2019;104:354
Towards a Deep Unified Framework for Nuclear Reactor Perturbation Analysis1807.10096v2 · Fabio De Sousa Ribeiro, Francesco Caliva, Dionysios Chionis et al.2018 · 18 citationsarXiv
A new unified framework for the early detection of the progression to diabetic retinopathy from fundus images.28968557 · Leontidis, Georgios, Al-Diri, Bashir, Hunter, Andrew2018 · 40 citationsComputers in biology and medicine. 2017;90:98-115
Career total: 124 works. 53 are in this corpus.Showing the 50 most recent.
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