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A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications



Fei Wu , Qingzhong Wang , Jian Bian , Haoyi Xiong , Ning Ding , Feixiang Lu , Jun Cheng , Dejing Dou

* 26 pages. The toolbox is available at https://github.com/PaddlePaddle/PaddleVideo 

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Practical Strategies of Active Learning to Rank for Web Search



Qingzhong Wang , Haifang Li , Haoyi Xiong , Wen Wang , Jiang Bian , Yu Lu , Shuaiqiang Wang , Zhicong Cheng , Jingbo Zhou , Dawei Yin , Dejing Dou

* 10 pages 

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SE-MoE: A Scalable and Efficient Mixture-of-Experts Distributed Training and Inference System



Liang Shen , Zhihua Wu , WeiBao Gong , Hongxiang Hao , Yangfan Bai , HuaChao Wu , Xinxuan Wu , Haoyi Xiong , Dianhai Yu , Yanjun Ma


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A Comparative Survey of Deep Active Learning



Xueying Zhan , Qingzhong Wang , Kuan-hao Huang , Haoyi Xiong , Dejing Dou , Antoni B. Chan

* 9 pages 

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PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset



Lutao Chu , Yi Liu , Zewu Wu , Shiyu Tang , Guowei Chen , Yuying Hao , Juncai Peng , Zhiliang Yu , Zeyu Chen , Baohua Lai , Haoyi Xiong

* Accepted by WACV workshop 

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SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing



Kafeng Wang , Haoyi Xiong , Jie Zhang , Hongyang Chen , Dejing Dou , Cheng-Zhong Xu

* Accepted by IEEE Internet of Things Journal 

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AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow



Haiyan Jiang , Haoyi Xiong , Dongrui Wu , Ji Liu , Dejing Dou

* accepted by Machine Learning 

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Exploring the Common Principal Subspace of Deep Features in Neural Networks



Haoran Liu , Haoyi Xiong , Yaqing Wang , Haozhe An , Dongrui Wu , Dejing Dou

* Main Text with Appendix, accepted by Machine Learning 

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Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Task Generalization



Fan Wang , Hao Tian , Haoyi Xiong , Hua Wu , Yang Cao , Yu Kang , Haifeng Wang


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AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators



Yihang Yin , Qingzhong Wang , Siyu Huang , Haoyi Xiong , Xiang Zhang


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