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Item Deep learning‑based prediction of major page faults in cluster systems(2025-07-05) Chuah, Edward; Jhumka, Arshad; Narasimhamurthy, Sai; Ayesh, Aladdin; University of Aberdeen.Cybersecurity and Privacy; University of Aberdeen.Computing Science; University of Aberdeen.Natural & Computing SciencesItem 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 FishIR : Identifying Pufferfish Individual based on Deep Learning and Face Recognition(2024-05-03) Lin, Yuan; Xie, Shaomin; Ghose, Debasish; Liu, Xiangrong; You, Junyong; Korhonen, Jari; Liu, Juan; Dash, Soumya P.; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem 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 Applying Green AI methods to Digital Rock Technology workflows(2023-12-12) Panaitescu, Ciprian-Teodor; Wu, Kejian; Tanino, Yukie; Starkey, Andrew; University of Aberdeen.Engineering; University of Aberdeen.Engineering; University of Aberdeen.Centre for Energy TransitionItem 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 Learning