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S4OD: Semi-Supervised learning for Single-Stage Object Detection



Yueming Zhang , Xingxu Yao , Chao Liu , Feng Chen , Xiaolin Song , Tengfei Xing , Runbo Hu , Hua Chai , Pengfei Xu , Guoshan Zhang


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A Critical Analysis of Image-based Camera Pose Estimation Techniques



Meng Xu , Youchen Wang , Bin Xu , Jun Zhang , Jian Ren , Stefan Poslad , Pengfei Xu


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2nd Place Solution for VisDA 2021 Challenge -- Universally Domain Adaptive Image Recognition



Haojin Liao , Xiaolin Song , Sicheng Zhao , Shanghang Zhang , Xiangyu Yue , Xingxu Yao , Yueming Zhang , Tengfei Xing , Pengfei Xu , Qiang Wang


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Multi-Source Domain Adaptation for Object Detection



Xingxu Yao , Sicheng Zhao , Pengfei Xu , Jufeng Yang


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2nd Place Solution for Waymo Open Dataset Challenge -- Real-time 2D Object Detection



Yueming Zhang , Xiaolin Song , Bing Bai , Tengfei Xing , Chao Liu , Xin Gao , Zhihui Wang , Yawei Wen , Haojin Liao , Guoshan Zhang , Pengfei Xu


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Scene Graphs: A Survey of Generations and Applications



Xiaojun Chang , Pengzhen Ren , Pengfei Xu , Zhihui Li , Xiaojiang Chen , Alex Hauptmann

* 21 pages 

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Communication-efficient Byzantine-robust distributed learning with statistical guarantee



Xingcai Zhou , Le Chang , Pengfei Xu , Shaogao Lv

* 34 pages 

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SmartDeal: Re-Modeling Deep Network Weights for Efficient Inference and Training



Xiaohan Chen , Yang Zhao , Yue Wang , Pengfei Xu , Haoran You , Chaojian Li , Yonggan Fu , Yingyan Lin , Zhangyang Wang

* arXiv admin note: substantial text overlap with arXiv:2005.03403 

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Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation



Sicheng Zhao , Xuanbai Chen , Xiangyu Yue , Chuang Lin , Pengfei Xu , Ravi Krishna , Jufeng Yang , Guiguang Ding , Alberto L. Sangiovanni-Vincentelli , Kurt Keutzer


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Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources



Sicheng Zhao , Yang Xiao , Jiang Guo , Xiangyu Yue , Jufeng Yang , Ravi Krishna , Pengfei Xu , Kurt Keutzer


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