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Item Domain-adapted driving scene understanding with uncertainty-aware and diversified generative adversarial networks(2023-07-08) Hua, Yining; Sui, Jie; Fang, Hui; Hu, Chuan; Yi, Dewei; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.PsychologyItem Improving Synthetic to Realistic Semantic Segmentation with Parallel Generative Ensembles for Autonomous Urban Driving(2022-12-01) Yi, Dewei; Fang, Hui; Hua, Yining; Su, Jinya; Quddus, Mohammed A.; Han, Jungong; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem LLEDA—Lifelong Self-Supervised Domain Adaptation(2023-11-04) Thota, Mamatha; Yi, Dewei; Leontidis, Georgios; University of Aberdeen.Machine Learning; University of Aberdeen.Computing Science; University of Aberdeen.Vice PrincipalsItem Deep Ensembles for Semantic Segmentation on Road Detection(IEEE Explore, 2021-11-15) Uzun, Deniz; Yi, Dewei; Yang, Chenguang; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Probabilistic Faster R-CNN with Stochastic Region Proposing : Towards Object Detection and Recognition in Remote Sensing Imagery(2021-10-07) Yi, Dewei; Su, Jinya; Chen, Wen Hua; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning