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Salient Object Ranking with Position-Preserved Attention


Jun 10, 2021
Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He


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Attacking Adversarial Attacks as A Defense


Jun 09, 2021
Boxi Wu, Heng Pan, Li Shen, Jindong Gu, Shuai Zhao, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu


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Discriminative-Generative Dual Memory Video Anomaly Detection


Apr 29, 2021
Xin Guo, Zhongming Jin, Chong Chen, Helei Nie, Jianqiang Huang, Deng Cai, Xiaofei He, Xiansheng Hua


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OCM3D: Object-Centric Monocular 3D Object Detection


Apr 13, 2021
Liang Peng, Fei Liu, Senbo Yan, Xiaofei He, Deng Cai


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X-view: Non-egocentric Multi-View 3D Object Detector


Mar 24, 2021
Liang Xie, Guodong Xu, Deng Cai, Xiaofei He

* 9 pages, 5 figures 

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DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network


Mar 15, 2021
Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He

* 10 pages, 6 figures 

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ES-Net: Erasing Salient Parts to Learn More in Re-Identification


Mar 10, 2021
Dong Shen, Shuai Zhao, Jinming Hu, Hao Feng, Deng Cai, Xiaofei He

* IEEE Transactions on Image Processing, vol. 30, pp. 1676-1686, 2021 
* 11 pages, 6 figures. Accepted for publication in IEEE Transactions on Image Processing 2021 

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Spherical Knowledge Distillation


Oct 29, 2020
Jia Guo, Minghao Chen, Yao Hu, Chen Zhu, Xiaofei He, Deng Cai


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Does Network Width Really Help Adversarial Robustness?


Oct 03, 2020
Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu

* 19 pages, 4 tables, 4 figures 

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Apparel-invariant Feature Learning for Apparel-changed Person Re-identification


Aug 17, 2020
Zhengxu Yu, Yilun Zhao, Bin Hong, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua

* 10 pages 

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Stable Learning via Causality-based Feature Rectification


Jul 30, 2020
Zhengxu Yu, Pengfei Wang, Junkai Xu, Liang Xie, Zhongming Jin, Jianqiang Huang, Xiaofei He, Deng Cai, Xian-Sheng Hua

* 10 pages 

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PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module


Dec 02, 2019
Liang Xie, Chao Xiang, Zhengxu Yu, Guodong Xu, Zheng Yang, Deng Cai, Xiaofei He

* 8 pages, 5 figures 

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Progressive Transfer Learning for Person Re-identification


Aug 08, 2019
Zhengxu Yu, Zhongming Jin, Long Wei, Jishun Guo, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua

* 7 pages, 2 figures, has been accepted by IJCAI2019 

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MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models


Jul 23, 2019
Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He

* Accepted In NeurIPS 2018 

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Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference


Jul 23, 2019
Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He

* Accepted in ACL 2018 

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Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks


Jun 28, 2019
Zhu Zhang, Zhou Zhao, Zhijie Lin, Jingkuan Song, Xiaofei He

* Accepted by IJCAI 2019 as a poster paper 

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COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning


Jun 25, 2019
Wenxiao Wang, Cong Fu, Jishun Guo, Deng Cai, Xiaofei He

* 7 pages, 4 figures, has been accepted by IJCAI2019 

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Deep Reinforcement Learning for Sponsored Search Real-time Bidding


Mar 01, 2018
Jun Zhao, Guang Qiu, Ziyu Guan, Wei Zhao, Xiaofei He


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Dialogue Act Recognition via CRF-Attentive Structured Network


Nov 15, 2017
Zheqian Chen, Rongqin Yang, Zhou Zhao, Deng Cai, Xiaofei He

* 10 pages, 4figures 

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Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation


Nov 01, 2017
Boyuan Pan, Hao Li, Zhou Zhao, Deng Cai, Xiaofei He


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Smarnet: Teaching Machines to Read and Comprehend Like Human


Oct 08, 2017
Zheqian Chen, Rongqin Yang, Bin Cao, Zhou Zhao, Deng Cai, Xiaofei He

* 8 pages, paper for SQuAD machine comprehension 

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Learning Graph-Level Representation for Drug Discovery


Sep 16, 2017
Junying Li, Deng Cai, Xiaofei He

* arXiv admin note: text overlap with arXiv:1703.00564, arXiv:1611.03199 by other authors 

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MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension


Jul 28, 2017
Boyuan Pan, Hao Li, Zhou Zhao, Bin Cao, Deng Cai, Xiaofei He


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Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction


Jun 23, 2017
Weizhong Zhang, Bin Hong, Wei Liu, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang


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Geodesic Distance Function Learning via Heat Flow on Vector Fields


May 08, 2014
Binbin Lin, Ji Yang, Xiaofei He, Jieping Ye


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O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions


Apr 02, 2013
Lijun Zhang, Tianbao Yang, Rong Jin, Xiaofei He


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