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Delving into the Imbalance of Positive Proposals in Two-stage Object Detection


May 23, 2020
Zheng Ge, Zequn Jie, Xin Huang, Chengzheng Li, Osamu Yoshie


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NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing


Apr 21, 2020
Xin Huang, Zheng Ge, Zequn Jie, Osamu Yoshie

* Accepted by CVPR2020. The first two authors contributed equally, and are listed in alphabetical order 

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MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning


Mar 31, 2020
Yuan Gao, Haoping Bai, Zequn Jie, Jiayi Ma, Kui Jia, Wei Liu

* IEEE Conference on Computer Vision and Pattern Recognition, 2020 
* Accepted to CVPR2020. The first two authors contribute equally 

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PS-RCNN: Detecting Secondary Human Instances in a Crowd via Primary Object Suppression


Mar 16, 2020
Zheng Ge, Zequn Jie, Xin Huang, Rong Xu, Osamu Yoshie

* 6pages, accepted by ICME2020 

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Central Similarity Hashing via Hadamard matrix


Aug 01, 2019
Li Yuan, Tao Wang, Xiaopeng Zhang, Zequn Jie, Francis EH Tay, Jiashi Feng

* Codes: https://github.com/yuanli2333/Hadamard-Matrix-for-hashing 

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Real-Time Referring Expression Comprehension by Single-Stage Grounding Network


Dec 09, 2018
Xinpeng Chen, Lin Ma, Jingyuan Chen, Zequn Jie, Wei Liu, Jiebo Luo


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A Sufficient Condition for Convergences of Adam and RMSProp


Nov 23, 2018
Fangyu Zou, Li Shen, Zequn Jie, Weizhong Zhang, Wei Liu

* This paper provides a sufficient condition for the global convergences of Adam and RMSProp 

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Modeling Varying Camera-IMU Time Offset in Optimization-Based Visual-Inertial Odometry


Oct 12, 2018
Yonggen Ling, Linchao Bao, Zequn Jie, Fengming Zhu, Ziyang Li, Shanmin Tang, Yongsheng Liu, Wei Liu, Tong Zhang

* European Conference on Computer Vision 2018 

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Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation


May 28, 2018
Yunchao Wei, Huaxin Xiao, Honghui Shi, Zequn Jie, Jiashi Feng, Thomas S. Huang

* Accepted by CVPR 2018 as Spotlight 

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Modular Generative Adversarial Networks


Apr 10, 2018
Bo Zhao, Bo Chang, Zequn Jie, Leonid Sigal


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Left-Right Comparative Recurrent Model for Stereo Matching


Apr 03, 2018
Zequn Jie, Pengfei Wang, Yonggen Ling, Bo Zhao, Yunchao Wei, Jiashi Feng, Wei Liu

* Accepted by CVPR 2018 

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Predicting Scene Parsing and Motion Dynamics in the Future


Nov 09, 2017
Xiaojie Jin, Huaxin Xiao, Xiaohui Shen, Jimei Yang, Zhe Lin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan

* To appear in NIPS 2017 

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Learning with Rethinking: Recurrently Improving Convolutional Neural Networks through Feedback


Aug 15, 2017
Xin Li, Zequn Jie, Jiashi Feng, Changsong Liu, Shuicheng Yan


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FoveaNet: Perspective-aware Urban Scene Parsing


Aug 08, 2017
Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng


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Neural Person Search Machines


Jul 21, 2017
Hao Liu, Jiashi Feng, Zequn Jie, Karlekar Jayashree, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan

* ICCV2017 camera ready 

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Video-based Person Re-identification with Accumulative Motion Context


Jun 13, 2017
Hao Liu, Zequn Jie, Karlekar Jayashree, Meibin Qi, Jianguo Jiang, Shuicheng Yan, Jiashi Feng

* accepted by TCSVT 

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Deep Self-Taught Learning for Weakly Supervised Object Localization


Apr 30, 2017
Zequn Jie, Yunchao Wei, Xiaojie Jin, Jiashi Feng, Wei Liu

* Accepted as spotlight paper by CVPR 2017 

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Tree-Structured Reinforcement Learning for Sequential Object Localization


Mar 08, 2017
Zequn Jie, Xiaodan Liang, Jiashi Feng, Xiaojie Jin, Wen Feng Lu, Shuicheng Yan

* In Advances in Neural Information Processing Systems (pp. 127-135) (2016) 
* Advances in Neural Information Processing Systems 2016 

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Video Scene Parsing with Predictive Feature Learning


Dec 13, 2016
Xiaojie Jin, Xin Li, Huaxin Xiao, Xiaohui Shen, Zhe Lin, Jimei Yang, Yunpeng Chen, Jian Dong, Luoqi Liu, Zequn Jie, Jiashi Feng, Shuicheng Yan

* 15 pages, 7 figures, 5 tables, currently v2 

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Multi-Path Feedback Recurrent Neural Network for Scene Parsing


Nov 22, 2016
Xiaojie Jin, Yunpeng Chen, Jiashi Feng, Zequn Jie, Shuicheng Yan

* Accepted by AAAI-17. Camera-ready version 

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Scale-aware Pixel-wise Object Proposal Networks


Jul 23, 2016
Zequn Jie, Xiaodan Liang, Jiashi Feng, Wen Feng Lu, Eng Hock Francis Tay, Shuicheng Yan

* accepted by IEEE Transactions on Image Processing 

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Reversible Recursive Instance-level Object Segmentation


Nov 18, 2015
Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Zequn Jie, Jiashi Feng, Liang Lin, Shuicheng Yan

* 9 pages 

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