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Item OmniNet : An Expandable Causal Inference Network for Multiple Modalities(2025-07) Zhou, Yinuo; Leontidis, Georgios; Zhong, Mingjun; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Computing ScienceItem Exploring Segment Anything Foundation Models for Out of Domain Crevasse Drone Image Segmentation(MLR Press, 2025-01) Wallace, Steven; Durrant, Aiden; Harcourt, William; Hann, Richard; Leontidis, Georgios; Lutchyn, Tetiana; Rivera, Adín Ramírez; Ricaud, Benjamin; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Geography & Environment; University of Aberdeen.Vice PrincipalsItem LeOCLR : Leveraging Original Images for Contrastive Learning of Visual Representations(ArXiv, 2024-03-11) Alkhalefi, Mohammad A M A A; Leontidis, Georgios; Zhong, Mingjun; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Vice PrincipalsItem Masked Capsule Autoencoders(ArXiv, 2024-03-07) Everett, Miles Anthony; Zhong, Mingjun; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Machine Learning; University of Aberdeen.Computing ScienceItem Model pruning enables localized and efficient federated learning for yield forecasting and data sharing(2024-05-15) Li, Andy Hanou; Markovic, Milan; Edwards, Pete; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Agents at Aberdeen; University of Aberdeen.Machine LearningItem ProtoCaps : A Fast and Non-Iterative Capsule Network Routing Method(2023-12-06) Everett, Miles Anthony; Zhong, Mingjun; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Vice PrincipalsItem HMSN : Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes(ArXiv, 2023-05-18) Durrant, Aiden; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem S-JEA : Stacked Joint Embedding Architectures for Self-Supervised Visual Representation Learning(ArXiv, 2023-05-19) Manova, Alzbeta; Durrant, Aiden; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Attention-Based Deep Learning Methods for Predicting Gas Turbine Emissions(2023-01-23) Potts, Rebecca Lauren; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Vice Principals; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy TransitionItem Multi-source domain adaptation for quality control in retail food packaging(2020-12) Thota, Mamatha; Kollias, Stefanos; Swainson, Mark; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine Learning
