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Capacity dependent analysis for functional online learning algorithms


Sep 25, 2022
Xin Guo, Zheng-Chu Guo, Lei Shi


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Meta-learning with GANs for anomaly detection, with deployment in high-speed rail inspection system


Feb 11, 2022
Haoyang Cao, Xin Guo, Guan Wang


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Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity


Jan 04, 2022
Guan Wang, Yusuke Kikuchi, Jinglin Yi, Qiong Zou, Rui Zhou, Xin Guo


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Convergence of GANs Training: A Game and Stochastic Control Methodology


Dec 27, 2021
Othmane Mounjid, Xin Guo


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SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers


Dec 17, 2021
Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian

* AAAI 2022 

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Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements


Dec 05, 2021
Xin Guo, Yuming Chen, Jian Du, Erdan Dong


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A General Framework for Lifelong Localization and Mapping in Changing Environment


Nov 22, 2021
Min Zhao, Xin Guo, Le Song, Baoxing Qin, Xuesong Shi, Gim Hee Lee, Guanghui Sun


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Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods


Sep 13, 2021
Xin Guo, Anran Hu, Junzi Zhang

* 42 pages 

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FedSkel: Efficient Federated Learning on Heterogeneous Systems with Skeleton Gradients Update


Aug 20, 2021
Junyu Luo, Jianlei Yang, Xucheng Ye, Xin Guo, Weisheng Zhao

* CIKM 2021 

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