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Item Pushing the Limits of Sparsity : A Bag of Tricks for Extreme Pruning(2025-12-01) Li, Andy; Durrant, Aiden; Markovic, Milan; Huang, Tianjin; Kundu, Souvik; Chen, Tianlong; Yin, Lu; Leontidis, Georgios; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Vice PrincipalsItem 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 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 Decarbonising Our Food Systems : Contextualising Digitalisation For Net Zero(2023-05-03) Pearson, Simon; Brewer, Steve; Manning, Louise; Bidaut, Luc; Onoufriou, George; Durrant, Aiden; Leontidis, Georgios; Jabbour, Charbel; Zisman, Andrea; Parr, Gerard; Frey, Jeremy G.; Maull, Roger; University of Aberdeen.Computing ScienceItem The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector(2022-02-01) Durrant, Aiden; Markovic, Milan; Matthews, David; May, David; Enright, Jessica; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Trusted Things and Communities; University of Aberdeen.Machine LearningItem Deep learning techniques for in-core perturbation identification and localization of time-series nuclear plant measurements(2022-12-01) Papaoikonomou, Antonios; Wingate, James; Verma, Vasudha; Durrant, Aiden; Ioannou, George; Papagiannis, Tasos; Yu, Miao; Alexandridis, Georgios; Dokhane, Abdelhamid; Leontidis, Georgios; Kollias, Stefanos; Stafylopatis, Andreas; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy TransitionItem Hyperspherically Regularized Networks for Self-Supervision(2022-07-01) Durrant, Aiden; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Machine learning for analysis of real nuclear plant data in the frequency domain(2022-07-01) Kollias, Stefanos; Yu, Miao; Wingate, James; Durrant, Aiden; Leontidis, Georgios; Alexandridis, Georgios; Stafylopatis, Andreas; Mylonakis, Antonios; Vinai, Paolo; Demaziere, Christophe; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy TransitionItem Data Sharing and Interoperability for Data Trusts Workshop : Summary Report(Zenodo, 2020-11-20) Markovic, Milan; Leontidis, Georgios; Matthews, David; Enright, Jessica; Durrant, Aiden; May, David; University of Aberdeen.Natural & Computing Sciences; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Results of the application and demonstration calculations(European Commission, 2020-07-31) Alexandridis, Georgios; Blaesius, Christoph; Demaziere, Christophe; Destouches, Christophe; Dokhane, Abdelhamid; Durrant, Aiden; Fiser, Vladimir; Girardin, Gaëtan; Herb, Joachim; Ioannou, Georgios; Jacqmin, Robert; Knospe, Alexander; Kollias, Stefanos; Lange, Carsten; Leontidis, Georgios; Lipcsei, Sandor; Montalvo, Cristina; Mylonakis, Antonios; Pantera, Laurent; Perin, Yann; Pohl, Christoph; Seidl, Marcus; Stafylopatis, Andreas; Stulik, Petr; Torres, Luis Alejandro; Verdu Martin, Gumersindo; Verma, Vasudha; Vidal-Ferràndiz, Antoni; Viebach, Marco; Vinai, Paolo; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning