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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 Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination methods(2024-04-24) Alkhalefi, Mohammad A M A A; Leontidis, Georgios; Zhong, Mingjun; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; 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 Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing(ArXiv, 2023-04-19) Li, Andy; Markovic, Milan; Edwards, Peter; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Vice Principals; University of Aberdeen.Agents at AberdeenItem 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 EDLaaS : Fully Homomorphic Encryption Over Neural Network Graphs for Vision and Private Strawberry Yield Forecasting(2022-10-24) Onoufriou, George; Hanheide, Marc; Leontidis, Georgios; University of Aberdeen.Vice Principals; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning