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Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking


Jun 07, 2021
Yiding Yang, Zhou Ren, Haoxiang Li, Chunluan Zhou, Xinchao Wang, Gang Hua

* Accepted by CVPR 2021 

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SaccadeNet: A Fast and Accurate Object Detector


Mar 26, 2020
Shiyi Lan, Zhou Ren, Yi Wu, Larry S. Davis, Gang Hua


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Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification


Nov 27, 2019
Ye Yuan, Wuyang Chen, Tianlong Chen, Yang Yang, Zhou Ren, Zhangyang Wang, Gang Hua

* WACV 2020 accepted 

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ABD-Net: Attentive but Diverse Person Re-Identification


Aug 09, 2019
Tianlong Chen, Shaojin Ding, Jingyi Xie, Ye Yuan, Wuyang Chen, Yang Yang, Zhou Ren, Zhangyang Wang

* ICCV2019 

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Streamlined Dense Video Captioning


Apr 08, 2019
Jonghwan Mun, Linjie Yang, Zhou Ren, Ning Xu, Bohyung Han

* CVPR 2019 

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3D Hand Shape and Pose Estimation from a Single RGB Image


Mar 03, 2019
Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, Junsong Yuan

* CVPR 2019 (Oral), https://sites.google.com/site/geliuhaontu/home/cvpr2019 

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Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection


Nov 28, 2018
Hongyu Xu, Xutao Lv, Xiaoyu Wang, Zhou Ren, Rama Chellappa

* arXiv admin note: text overlap with arXiv:1712.02408 

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Deep Regionlets for Object Detection


Aug 23, 2018
Hongyu Xu, Xutao Lv, Xiaoyu Wang, Zhou Ren, Navaneeth Bodla, Rama Chellappa

* Accepted to ECCV 2018 

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Improving Transferability of Adversarial Examples with Input Diversity


Jun 11, 2018
Cihang Xie, Zhishuai Zhang, Jianyu Wang, Yuyin Zhou, Zhou Ren, Alan Yuille

* Submitted to ECCV 2018, code available at https://github.com/cihangxie/DI-2-FGSM 

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An Aggressive Genetic Programming Approach for Searching Neural Network Structure Under Computational Constraints


Jun 03, 2018
Zhe Li, Xuehan Xiong, Zhou Ren, Ning Zhang, Xiaoyu Wang, Tianbao Yang


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Adversarial Attacks and Defences Competition


Mar 31, 2018
Alexey Kurakin, Ian Goodfellow, Samy Bengio, Yinpeng Dong, Fangzhou Liao, Ming Liang, Tianyu Pang, Jun Zhu, Xiaolin Hu, Cihang Xie, Jianyu Wang, Zhishuai Zhang, Zhou Ren, Alan Yuille, Sangxia Huang, Yao Zhao, Yuzhe Zhao, Zhonglin Han, Junjiajia Long, Yerkebulan Berdibekov, Takuya Akiba, Seiya Tokui, Motoki Abe

* 36 pages, 10 figures 

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Mitigating Adversarial Effects Through Randomization


Feb 28, 2018
Cihang Xie, Jianyu Wang, Zhishuai Zhang, Zhou Ren, Alan Yuille

* To appear in ICLR 2018, code available at https://github.com/cihangxie/NIPS2017_adv_challenge_defense 

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Deep Reinforcement Learning-based Image Captioning with Embedding Reward


Apr 12, 2017
Zhou Ren, Xiaoyu Wang, Ning Zhang, Xutao Lv, Li-Jia Li


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Multi-Instance Visual-Semantic Embedding


Dec 22, 2015
Zhou Ren, Hailin Jin, Zhe Lin, Chen Fang, Alan Yuille

* 9 pages, CVPR 2016 submission 

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