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SDWPF: A Dataset for Spatial Dynamic Wind Power Forecasting Challenge at KDD Cup 2022


Aug 08, 2022
Jingbo Zhou, Xinjiang Lu, Yixiong Xiao, Jiantao Su, Junfu Lyu, Yanjun Ma, Dejing Dou


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$\textbf{P$^2$A}$: A Dataset and Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos


Jul 26, 2022
Jiang Bian, Qingzhong Wang, Haoyi Xiong, Jun Huang, Chen Liu, Xuhong Li, Jun Cheng, Jun Zhao, Feixiang Lu, Dejing Dou


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Accelerated Federated Learning with Decoupled Adaptive Optimization


Jul 14, 2022
Jiayin Jin, Jiaxiang Ren, Yang Zhou, Lingjuan Lyu, Ji Liu, Dejing Dou

* ICML 2022 

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Large-scale Knowledge Distillation with Elastic Heterogeneous Computing Resources


Jul 14, 2022
Ji Liu, Daxiang Dong, Xi Wang, An Qin, Xingjian Li, Patrick Valduriez, Dejing Dou, Dianhai Yu

* To appear in Concurrency and Computation: Practice and Experience, 16 pages, 7 figures, 5 tables 

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Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models


Jul 04, 2022
Xuhong Li, Haoyi Xiong, Yi Liu, Dingfu Zhou, Zeyu Chen, Yaqing Wang, Dejing Dou

* Accepted by Machine Learning 

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Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios


Jul 04, 2022
Xueying Zhan, Zeyu Dai, Qingzhong Wang, Qing Li, Haoyi Xiong, Dejing Dou, Antoni B. Chan


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FedHiSyn: A Hierarchical Synchronous Federated Learning Framework for Resource and Data Heterogeneity


Jun 21, 2022
Guanghao Li, Yue Hu, Miao Zhang, Ji Liu, Quanjun Yin, Yong Peng, Dejing Dou

* 10 pages, to appear in ICPP'2022 

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Fine-tuning Pre-trained Language Models with Noise Stability Regularization


Jun 12, 2022
Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo

* Preprint. Under Review 

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


Jun 02, 2022
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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Feature Forgetting in Continual Representation Learning


May 26, 2022
Xiao Zhang, Dejing Dou, Ji Wu


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