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BigDL 2.0: Seamless Scaling of AI Pipelines from Laptops to Distributed Cluster


Apr 03, 2022
Jason Dai, Ding Ding, Dongjie Shi, Shengsheng Huang, Jiao Wang, Xin Qiu, Kai Huang, Guoqiong Song, Yang Wang, Qiyuan Gong, Jiaming Song, Shan Yu, Le Zheng, Yina Chen, Junwei Deng, Ge Song

* Accepted by CVPR 2022 (Demo Track) 

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Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking


Dec 28, 2021
Jin Gao, Yan Lu, Xiaojuan Qi, Yutong Kou, Bing Li, Liang Li, Shan Yu, Weiming Hu

* Submitted to TPAMI (Major Revision). Extended version of the RLS-RTMDNet tracker (CVPR2020) 

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Intra-Class Uncertainty Loss Function for Classification


Apr 12, 2021
He Zhu, Shan Yu

* Accepted to ICME 2021 

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EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks


Oct 30, 2020
Lubin Meng, Jian Huang, Zhigang Zeng, Xue Jiang, Shan Yu, Tzyy-Ping Jung, Chin-Teng Lin, Ricardo Chavarriaga, Dongrui Wu


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Progressive Relation Learning for Group Activity Recognition


Aug 08, 2019
Guyue Hu, Bo Cui, Yuan He, Shan Yu

* 8 pages 

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Skeleton-Based Action Recognition with Synchronous Local and Non-local Spatio-temporal Learning and Frequency Attention


Nov 10, 2018
Guyue Hu, Bo Cui, Shan Yu

* 8 pages,4 figures 

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Continuous Learning of Context-dependent Processing in Neural Networks


Oct 05, 2018
Guanxiong Zeng, Yang Chen, Bo Cui, Shan Yu


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