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Are Transformers Effective for Time Series Forecasting?


Jun 01, 2022
Ailing Zeng, Muxi Chen, Lei Zhang, Qiang Xu

* Code is available at https://github.com/cure-lab/DLinear 

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HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling


Apr 28, 2022
Zhongang Cai, Daxuan Ren, Ailing Zeng, Zhengyu Lin, Tao Yu, Wenjia Wang, Xiangyu Fan, Yang Gao, Yifan Yu, Liang Pan, Fangzhou Hong, Mingyuan Zhang, Chen Change Loy, Lei Yang, Ziwei Liu

* Homepage: https://caizhongang.github.io/projects/HuMMan/ 

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DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation


Mar 16, 2022
Ailing Zeng, Xuan Ju, Lei Yang, Ruiyuan Gao, Xizhou Zhu, Bo Dai, Qiang Xu

* The project page can be found at https://ailingzeng.site/deciwatch 

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SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos


Dec 27, 2021
Ailing Zeng, Lei Yang, Xuan Ju, Jiefeng Li, Jianyi Wang, Qiang Xu


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Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation


Aug 17, 2021
Ailing Zeng, Xiao Sun, Lei Yang, Nanxuan Zhao, Minhao Liu, Qiang Xu

* ICCV 2021 

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Information Bottleneck Approach to Spatial Attention Learning


Aug 07, 2021
Qiuxia Lai, Yu Li, Ailing Zeng, Minhao Liu, Hanqiu Sun, Qiang Xu

* To appear in IJCAI 2021; with supplymentary 

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Human Pose Regression with Residual Log-likelihood Estimation


Jul 31, 2021
Jiefeng Li, Siyuan Bian, Ailing Zeng, Can Wang, Bo Pang, Wentao Liu, Cewu Lu

* ICCV 2021 Oral 

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Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction


Jun 17, 2021
Minhao Liu, Ailing Zeng, Qiuxia Lai, Qiang Xu


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