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Recent Advances in Bayesian Optimization



Xilu Wang , Yaochu Jin , Sebastian Schmitt , Markus Olhofer


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A Survey on Surrogate-assisted Efficient Neural Architecture Search



Shiqing Liu , Haoyu Zhang , Yaochu Jin

* 17 pages, 7 figures 

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FedMed-ATL: Misaligned Unpaired Brain Image Synthesis via Affine Transform Loss



Guoyang Xie , Jinbao Wang , Yawen Huang , Yefeng Zheng , Feng Zheng , Yaochu Jin

* arXiv admin note: text overlap with arXiv:2201.08953 

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A Survey of Cross-Modality Brain Image Synthesis



Guoyang Xie , Jinbao Wang , Yawen Huang , Yefeng Zheng , Feng Zheng , Yaochu Jin


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A Survey of Visual Sensory Anomaly Detection



Xi Jiang , Guoyang Xie , Jinbao Wang , Yong Liu , Chengjie Wang , Feng Zheng , Yaochu Jin


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A Generic Self-Supervised Framework of Learning Invariant Discriminative Features



Foivos Ntelemis , Yaochu Jin , Spencer A. Thomas


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FedMed-GAN: Federated Multi-Modal Unsupervised Brain Image Synthesis



Guoyang Xie , Jinbao Wang , Yawen Huang , Yefeng Zheng , Feng Zheng , Jingkuang Song , Yaochu Jin


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Transfer Learning Based Co-surrogate Assisted Evolutionary Bi-objective Optimization for Objectives with Non-uniform Evaluation Times



Xilu Wang , Yaochu Jin , Sebastian Schmitt , Markus Olhofer


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PIVODL: Privacy-preserving vertical federated learning over distributed labels



Hangyu Zhu , Rui Wang , Yaochu Jin , Kaitai Liang


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