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Hire-MLP: Vision MLP via Hierarchical Rearrangement


Aug 30, 2021
Jianyuan Guo, Yehui Tang, Kai Han, Xinghao Chen, Han Wu, Chao Xu, Chang Xu, Yunhe Wang


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Winograd Algorithm for AdderNet


May 12, 2021
Wenshuo Li, Hanting Chen, Mingqiang Huang, Xinghao Chen, Chunjing Xu, Yunhe Wang

* 9 pages, accepted by ICML2021 

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Distilling Object Detectors via Decoupled Features


Mar 26, 2021
Jianyuan Guo, Kai Han, Yunhe Wang, Han Wu, Xinghao Chen, Chunjing Xu, Chang Xu

* Accepted in CVPR 2021 

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A Survey on Visual Transformer


Jan 30, 2021
Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao


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Kernel Based Progressive Distillation for Adder Neural Networks


Oct 15, 2020
Yixing Xu, Chang Xu, Xinghao Chen, Wei Zhang, Chunjing Xu, Yunhe Wang

* Accepted by NeurIPS 2020, spotlight 

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Multi-Task Pruning for Semantic Segmentation Networks


Jul 16, 2020
Xinghao Chen, Yunhe Wang, Yiman Zhang, Peng Du, Chunjing Xu, Chang Xu


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Optical Flow Distillation: Towards Efficient and Stable Video Style Transfer


Jul 10, 2020
Xinghao Chen, Yiman Zhang, Yunhe Wang, Han Shu, Chunjing Xu, Chang Xu

* ECCV 2020 

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HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens


Jun 04, 2020
Zhaohui Yang, Yunhe Wang, Dacheng Tao, Xinghao Chen, Jianyuan Guo, Chunjing Xu, Chao Xu, Chang Xu


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Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection


Mar 26, 2020
Jianyuan Guo, Kai Han, Yunhe Wang, Chao Zhang, Zhaohui Yang, Han Wu, Xinghao Chen, Chang Xu

* Accepted in CVPR 2020 

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CARS: Continuous Evolution for Efficient Neural Architecture Search


Sep 17, 2019
Zhaohui Yang, Yunhe Wang, Xinghao Chen, Boxin Shi, Chao Xu, Chunjing Xu, Qi Tian, Chang Xu


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Bi-stream Pose Guided Region Ensemble Network for Fingertip Localization from Stereo Images


Feb 26, 2019
Guijin Wang, Cairong Zhang, Xinghao Chen, Xiangyang Ji, Jing-Hao Xue, Hang Wang

* Cairong Zhang and Xinghao Chen are equally contributed 

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Interactive Hand Pose Estimation: Boosting accuracy in localizing extended finger joints


Jul 25, 2018
Cairong Zhang, Guijin Wang, Hengkai Guo, Xinghao Chen, Fei Qiao, Huazhong Yang

* Electronic Imaging, Visual Information Processing and Communication IX (2018), pp. 251-1-251-6(6) 
* Original publication available on https://doi.org/10.2352/ISSN.2470-1173.2018.2.VIPC-251 

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Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose Estimation


Jun 24, 2018
Xinghao Chen, Guijin Wang, Hengkai Guo, Cairong Zhang

* Accepted by Neurocomputing 

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Two-Stream Binocular Network: Accurate Near Field Finger Detection Based On Binocular Images


Apr 26, 2018
Yi Wei, Guijin Wang, Cairong Zhang, Hengkai Guo, Xinghao Chen, Huazhong Yang

* Visual Communications and Image Processing (VCIP), 2017 IEEE (2017) 1-4 
* Published in: Visual Communications and Image Processing (VCIP), 2017 IEEE. Original IEEE publication available on https://ieeexplore.ieee.org/abstract/document/8305146/. Dataset available on https://sites.google.com/view/thuhand17 

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Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals


Mar 29, 2018
Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis Argyros, Tae-Kyun Kim


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Motion Feature Augmented Recurrent Neural Network for Skeleton-based Dynamic Hand Gesture Recognition


Aug 10, 2017
Xinghao Chen, Hengkai Guo, Guijin Wang, Li Zhang

* Accepted by ICIP 2017 

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Towards Good Practices for Deep 3D Hand Pose Estimation


Jul 23, 2017
Hengkai Guo, Guijin Wang, Xinghao Chen, Cairong Zhang

* Extended version of arXiv:1702.02447 

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Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation


May 09, 2017
Hengkai Guo, Guijin Wang, Xinghao Chen, Cairong Zhang, Fei Qiao, Huazhong Yang

* Accepted to ICIP 2017. Project: https://github.com/guohengkai/region-ensemble-network 

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Two-stream convolutional neural network for accurate RGB-D fingertip detection using depth and edge information


Dec 23, 2016
Hengkai Guo, Guijin Wang, Xinghao Chen

* Accepted by ICIP 2016 

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