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Focal Self-attention for Local-Global Interactions in Vision Transformers


Jul 01, 2021
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Xiyang Dai, Bin Xiao, Lu Yuan, Jianfeng Gao


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Long-term Cross Adversarial Training: A Robust Meta-learning Method for Few-shot Classification Tasks


Jul 01, 2021
Fan Liu, Shuyu Zhao, Xuelong Dai, Bin Xiao

* Accepted by the ICML 2021 Workshop on A Blessing in Disguise: The Prospects and Perils of Adversarial Machine Learning(https://openreview.net/group?id=ICML.cc/2021/Workshop/AML

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Efficient Self-supervised Vision Transformers for Representation Learning


Jun 17, 2021
Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao

* 24 pages, 12 figures, file size 13.6MB 

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Dynamic Head: Unifying Object Detection Heads with Attentions


Jun 15, 2021
Xiyang Dai, Yinpeng Chen, Bin Xiao, Dongdong Chen, Mengchen Liu, Lu Yuan, Lei Zhang

* CVPR 2021 camera ready with extensions 

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Deep Learning-based Physical-Layer Secret Key Generation for FDD Systems


May 18, 2021
Xinwei Zhang, Guyue Li, Junqing Zhang, Aiqun Hu, Zongyue Hou, Bin Xiao

* 13pages 

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Lite-HRNet: A Lightweight High-Resolution Network


Apr 13, 2021
Changqian Yu, Bin Xiao, Changxin Gao, Lu Yuan, Lei Zhang, Nong Sang, Jingdong Wang

* Accepted to CVPR 2021 

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Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression


Apr 06, 2021
Zigang Geng, Ke Sun, Bin Xiao, Zhaoxiang Zhang, Jingdong Wang

* Accepted by CVPR2021. arXiv admin note: text overlap with arXiv:2006.15480 

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CvT: Introducing Convolutions to Vision Transformers


Mar 29, 2021
Haiping Wu, Bin Xiao, Noel Codella, Mengchen Liu, Xiyang Dai, Lu Yuan, Lei Zhang


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Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding


Mar 29, 2021
Pengchuan Zhang, Xiyang Dai, Jianwei Yang, Bin Xiao, Lu Yuan, Lei Zhang, Jianfeng Gao


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Color-related Local Binary Pattern: A Learned Local Descriptor for Color Image Recognition


Dec 11, 2020
Bin Xiao, Tao Geng, Xiuli Bi, Weisheng Li


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D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization


Dec 03, 2020
Xiuli Bi, Yanbin Liu, Bin Xiao, Weisheng Li, Chi-Man Pun, Guoyin Wang, Xinbo Gao

* 13 pages, 13 figures 

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Proxy Network for Few Shot Learning


Sep 09, 2020
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio


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Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates


Jun 28, 2020
Ke Sun, Zigang Geng, Depu Meng, Bin Xiao, Dong Liu, Zhaoxiang Zhang, Jingdong Wang


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Bottom-up Higher-Resolution Networks for Multi-Person Pose Estimation


Aug 27, 2019
Bowen Cheng, Bin Xiao, Jingdong Wang, Honghui Shi, Thomas S. Huang, Lei Zhang


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Deep High-Resolution Representation Learning for Visual Recognition


Aug 20, 2019
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao

* arXiv admin note: text overlap with arXiv:1904.04514 

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High-Resolution Representations for Labeling Pixels and Regions


Apr 09, 2019
Ke Sun, Yang Zhao, Borui Jiang, Tianheng Cheng, Bin Xiao, Dong Liu, Yadong Mu, Xinggang Wang, Wenyu Liu, Jingdong Wang


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Deep High-Resolution Representation Learning for Human Pose Estimation


Feb 25, 2019
Ke Sun, Bin Xiao, Dong Liu, Jingdong Wang

* accepted by CVPR2019 

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Integral Human Pose Regression


Sep 18, 2018
Xiao Sun, Bin Xiao, Fangyin Wei, Shuang Liang, Yichen Wei


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Simple Baselines for Human Pose Estimation and Tracking


Aug 21, 2018
Bin Xiao, Haiping Wu, Yichen Wei

* Accepted by ECCV 2018 

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Interleaved Group Convolutions for Deep Neural Networks


Jul 18, 2017
Ting Zhang, Guo-Jun Qi, Bin Xiao, Jingdong Wang

* To appear in ICCV 2017 

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