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<div id="papers">
<h3><font size=4.5 face="Arial" color="blue"><font color=black>Arxiv Papers</font></font></h3>
<span style="line-height:22px;">
<ul>
<td>
<b>Person Re-identification: Past, Present and Future</b>
<a href="https://arxiv.org/abs/1610.02984"><font color=blue>[PDF]</font></a><a href="https://github.com/zhunzhong07/IDE-baseline-Market-1501"><font color=blue>[Baseline Code]</font></a>
<br />Liang Zheng, Yi Yang, Alexander Hauptmann
<br />ArXiv:1610.02984, 2016.
<br /><br />
</td>
<td>
<b>Dual-Path Convolutional Image-Text Embedding</b>
<a href="https://arxiv.org/abs/1711.05535"><font color=blue>[PDF]</font></a><a href="https://github.com/layumi/Image-Text-Embedding"><font color=blue>[Code]</font></a>
<br />Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Yi-Dong Shen
<br />ArXiv:1711.05535, 2017.
<br /><br />
</td>
<td>
<b>Random Erasing Data Augmentation</b>
<a href="https://arxiv.org/abs/1708.04896"><font color=blue>[PDF]</font></a><a href="https://github.com/zhunzhong07/Random-Erasing"><font color=blue>[Code]</font></a>
<br />Zhun Zhong, Liang Zheng, Guoliang Kang, Shaozi Li, Yi Yang
<br />ArXiv:1708.04896, 2017.
<br /><br />
</td>
<td>
<b>Improving Person Re-identification by Attribute and Identity Learning</b>
<a href="https://arxiv.org/abs/1703.07220"><font color=blue>[PDF]</font></a><a href="https://vana77.github.io/"><font color=blue>[Attributes]</font></a>
<br />Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu, Yi Yang
<br />ArXiv:1703.07220, 2017.
<br /><br />
</td>
<td>
<b>Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification</b>
<a href="https://arxiv.org/abs/1801.09927"><font color=blue>[PDF]</font></a><a href="https://github.com/guanqj932/AG-CNN-for-Chest-X-ray-Image-Classification"><font color=blue>[Code]</font></a>
<br />Qingji Guan, Yaping Huang, Zhun Zhong, Zhedong Zheng, Liang Zheng, Yi Yang
<br />ArXiv:1801.09927, 2018.
<br /><br />
</td>
</ul>
<HR style="border:1 solid #cecccc" width="100%" SIZE=1>
<h3><font size=4.5 face="Arial" color="blue"><font color=black>2018</font></font></h3>
<ul>
<td>
<b>Few-shot Object Detection with Model Communication</b>
<a href="https://arxiv.org/abs/1706.08249"><font color=blue>[PDF]</font></a><a href="https://github.com/D-X-Y/MSPLD-2018"><font color=blue>[Code]</font></a>
<br />Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng
<br />IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018.
<br /><br />
</td>
<td>
<b>SIFT Meets CNN: A Decade Survey of Instance Retrieval.</b><a href="https://arxiv.org/abs/1608.01807"><font color=""><font color=blue>[PDF]</font></font><a href="Project/surveybib.html"><font color="#1772d0"><font color=blue>[Bibtex]</font></font></a></a>
<br />Liang Zheng, Yi Yang, Qi Tian
<br />IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 40(5): 1224-1244, 2018.
<br /><br />
</td>
<td>
<b>Generalizing A Person Retrieval Model Hetero- and Homogeneously</b>
<a href="http://zhunzhong.site/paper/HHL.pdf"><font color=blue>[PDF]</font></a><a href="https://github.com/zhunzhong07/HHL"><font color=blue>[Code]</font></a>
<br />Zhun Zhong, Liang Zheng, Shaozi Li, Yi Yang
<br />ECCV, 2018.
<br /><br />
</td>
<td>
<b>Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline)</b>
<a href="https://arxiv.org/abs/1711.09349"><font color=blue>[PDF]</font></a><a href="https://github.com/syfafterzy/PCB_RPP"><font color=blue>[Code]</font></a>
<br />Yifan Sun, Liang Zheng, Yi Yang, Qi Tian, Shengjin Wang
<br />ECCV, 2018.
<br /><br />
</td>
<td>
<b>Macro-Micro Adversarial Network for Human Parsing</b>
<a href="https://arxiv.org/abs/1807.08260"><font color=blue>[PDF]</font></a><a href="https://github.com/RoyalVane/MMAN"><font color=blue>[Code]</font></a>
<br />Yawei Luo, Zhedong Zheng, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang
<br />ECCV, 2018.
<br /><br />
</td>
<td>
<b>Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization</b>
<a href="https://arxiv.org/abs/1801.10068"><font color=blue>[PDF]</font></a><font color=blue>[Code coming soon]</font>
<br />Guoliang Kang, Liang Zheng, Yan Yan, Zikun Liu, Yi Yang
<br />ECCV, 2018.
<br /><br />
</td>
<td>
<b>Unsupervised Person Re-identification: Clustering and Fine-tuning</b>
<a href="https://hehefan.github.io/pdfs/unsupervised-person-identification.pdf"><font color=blue>[PDF]</font></a><a href="https://github.com/hehefan/Unsupervised-Person-Re-identification-Clustering-and-Fine-tuning"><font color=blue>[Code]</font></a>
<br />Hehe Fan, Liang Zheng, Chenggang Yan, Yi Yang
<br />ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2018.
<br /><br />
</td>
<td>
<b>Camera Style Adaptation for Person Re-identification</b>
<a href="https://arxiv.org/abs/1711.10295"><font color=blue>[PDF]</font></a><a href="https://github.com/zhunzhong07/CamStyle"><font color=blue>[Code]</font></a>
<br />Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang
<br />CVPR, 2018.
<br /><br />
</td>
<td>
<b>Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification</b>
<a href="https://arxiv.org/abs/1711.07027"><font color=blue>[PDF]</font></a><a href="https://github.com/Simon4Yan/Learning-via-Translation"><font color=blue>[Code]</font></a>
<br />Weijian Deng, Liang Zheng, Guoliang Kang, Yi Yang, Qixiang Ye, and Jianbin Jiao
<br />CVPR, 2018.
<br /><br />
<b>Twitter100k: A Real-world Dataset for Weakly Supervised Cross-Media Retrieval</b>
<a href="https://ieeexplore.ieee.org/abstract/document/8061031/"><font color=blue>[PDF]</font></a><a href="https://github.com/huyt16/Twitter100k/"><font color=blue>[Code]</font></a>
<br />Yuting Hu, Liang Zheng, Yi Yang, Yongfeng Huang
<br />IEEE Transactions on Multimedia (TMM), 20(4): 927-938, 2018.
<br /><br />
</td>
</ul>
<HR style="border:1 solid #cecccc" width="100%" SIZE=1>
<h3><font size=4.5 face="Arial" color="blue"><font color=black>2017</font></font></h3>
<ul>
<td>
<b>Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro.</b>
<a href="http://openaccess.thecvf.com/content_ICCV_2017/papers/Zheng_Unlabeled_Samples_Generated_ICCV_2017_paper.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="https://github.com/layumi/Person-reID_GAN"><font color=""><font color=blue>[Code]</font></font></a><a href="https://github.com/layumi/DukeMTMC-reID_evaluation"><font color=""><font color=blue>[DukeMTMC-reID dataset]</font></font></a>
<br />Zhedong Zheng, Liang Zheng, Yi Yang
<br />ICCV, 2017.
<br /><br />
</td>
<td>
<b>SVDNet for Pedestrian Retrieval. </b>
<a href="http://openaccess.thecvf.com/content_ICCV_2017/papers/Sun_SVDNet_for_Pedestrian_ICCV_2017_paper.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="https://github.com/syfafterzy/SVDNet-for-Pedestrian-Retrieval"><font color=""><font color=blue>[Code]</font></font></a>
<br />Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang
<br />ICCV, 2017.
<br /><br />
</td>
<td>
<b>Dynamic Label Graph Matching for Unsupervised Video Re-Identification. </b><a href="http://www.comp.hkbu.edu.hk/~mangye/files/iccv17dgm2.pdf"><font color=""><font color=blue>[PDF]</font></font></a><a href="https://github.com/mangye16/dgm_re-id"><font color=""><font color=blue>[Code]</font></font></a>
<br />Mang Ye, Andy J Ma, Liang Zheng, Jiawei Li, Pong C Yuen
<br />ICCV, 2017.
<br /><br />
</td>
<td>
<b>Person Re-identification in the Wild</b>
<a href="https://arxiv.org/abs/1604.02531"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="Project/project_prw.html"><font color=""><font color=blue>[Dataset]</font></font></a>
<br />Liang Zheng*, Hengheng Zhang*, Shaoyan Sun*, Manmohan Chandraker, Yi Yang, and Qi Tian (* equal contribution)
<br />IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
<br /><br />
</td>
<b>Re-ranking Person Re-identification with k-reciprocal Encoding</b>
<a href="http://zhunzhong.site/paper/person-ranking-cvpr.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="https://github.com/zhunzhong07/person-re-ranking"><font color=""><font color=blue>[Code]</font></font></a>
<br />Zhun Zhong, Liang Zheng, Donglin Cao and Shaozi Li
<br />IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
<br /><br />
<b>A Discriminatively Learned CNN Embedding for Person Re-identification</b>
<a href="https://dl.acm.org/citation.cfm?id=3159171"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="https://github.com/layumi/2016_person_re-ID"><font color=""><font color=blue>[Code]</font></font></a>
<br />Zhedong Zheng, Liang Zheng, Yi Yang
<br />ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 14(1), 13, 2017
<br /><br />
<b>Part-based deep hashing for large-scale person re-identification</b>
<a href="https://ieeexplore.ieee.org/abstract/document/7903578/"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="https://github.com/fqzhu001/caffe-pdh-reid-2016"><font color=""><font color=blue>[Code]</font></font></a>
<br />Fuqing Zhu, Xiangwei Kong, Liang Zheng, Haiyan Fu, Qi Tian
<br />IEEE Transactions on Image Processing 26 (10), 4806-4817, 2017
<br /><br />
</ul>
<HR style="border:1 solid #cecccc" width="100%" SIZE=1>
<h3><font size=4.5 face="Arial" color="blue"><font color=black>2016</font></font></h3>
<ul>
<b>MARS: A Video Benchmark for Large-Scale Person Re-identification</b>
<a href="1320.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="Project/project_mars.html"><font color=""><font color=blue>[Dataset]</font></font></a>
<br />Liang Zheng*, Zhi Bie*, Yifan Sun*, Jingdong Wang, Shengjin Wang, Chi Su, and Qi Tian (* equal contribution)
<br />European Conference of Computer Vision (ECCV), 2016.
<br /><br />
</td>
<b>Accurate Image Search with Multi-Scale Contextual Evidences</b>
<a href="https://link.springer.com/article/10.1007/s11263-016-0889-2"><font color=""><font color=blue>[PDF]</font></font></a>
<br />Liang Zheng, Shengjin Wang, Jingdong Wang, and Qi Tian
<br />International Journal of Computer Vision (IJCV), 120(1), 1-13, 2016.</font><br /><br />
</td>
<b>Interactive: Inter-layer activeness propagation</b>
<br />Lingxi Xie*, Liang Zheng*, Jingdong Wang, Alan Yuille, Qi Tian (* equal contribution)
<br />IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
<br /><br />
</ul>
<HR style="border:1 solid #cecccc" width="100%" SIZE=1>
<h3><font size=4.5 face="Arial" color="blue"><font color=black>2015</font></font></h3>
<ul>
<b>Scalable Person Re-identification: A Benchmark</b>
<a href="ICCV15_scalable.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="Project/project_reid.html"><font color=""><font color=blue>[Dataset]</font></font></a>
<br />Liang Zheng*, Liyue Sheng*, Lu Tian*, Shengjin Wang, Jingdong Wang, and Qi Tian (* equal contribution)
<br />IEEE International Conference on Computer Vision (ICCV), 2015.
<br /><br />
<b>Query-Adaptive Late Fusion for Image Search and Person Re-identification</b>
<a href="CVPR15_query.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="CVPR15_ext_abstract.pdf"><font color=""><font color=blue>[Extended Abstract]</font></font></a>
<a href="Project/project_fusion.html"><font color=""><font color=blue>[Code]</font></font></a>
<br />Liang Zheng, Shengjin Wang, Lu Tian, Fei He, Ziqiong Liu, and Qi Tian
<br />IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.
<br /><br />
<b>Fast Image Retrieval: Query Pruning and Early Termination.</b>
<a href="TMM15_query.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<br />Liang Zheng, Shengjin Wang, Ziqiong Liu, and Qi Tian
<br />IEEE Transactions on Multimedia (TMM), 17(5): 648-659, 2015.</font><br /><br />
</ul>
<HR style="border:1 solid #cecccc" width="100%" SIZE=1>
<h3><font size=4.5 face="Arial" color="blue"><font color=black>2014</font></font></h3>
<ul>
<b>Packing and Padding: Coupled Multi-Index for Accurate Image Retrieval</b><!-- [<a href="publication/cvpr14-camready.pdf">PDF</a>]-->
<a href="CVPR14_cMI.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="https://onedrive.live.com/redir?resid=AFF7658EDB8F5E46%21108"><font color=""><font color=blue>[Code]</font></font></a>
<a href="Project/project_baseline.html"><font color=""><font color=blue>[Baseline Project]</font></font></a>
<br />Liang Zheng, Shengjin Wang, Ziqiong Liu, and Qi Tian
<br />IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1947-1954, 2014.
<br /><font color="green">In case you cannot download the codes on OneDrive, we provide another link here </font><a href="http://pan.baidu.com/s/1kTigbqv"><font color=""><font color=blue>[Code]</font></font>.</a>
<br /><br />
<td>
<b>Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval</b><!-- [<a href="publication/cvpr14-camready.pdf">PDF</a>]-->
<a href="CVPR14_bayes.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<a href="bayes_supplementary.pdf"><font color=""><font color=blue>[Suppl.]</font></font></a>
<a href="https://onedrive.live.com/redir?resid=AFF7658EDB8F5E46%21107"><font color=""><font color=blue>[Code]</font></font></a>
<a href="Project/project_baseline.html"><font color=""><font color=blue>[Baseline Project]</font></font></a>
<br />Liang Zheng, Shengjin Wang, Wengang Zhou, and Qi Tian
<br />IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1963-1970, 2014.
<br /><font color="green">In case you cannot download the codes on OneDrive, we provide another link here </font><a href="http://pan.baidu.com/s/1i33JZ3v"><font color=""><font color=blue>[Code]</font></font>.</a>
<br /><br />
<b>Tensor Index for Large Scale Image Retrieval</b>
<a href="MMSJ15_tensor.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<br />Liang Zheng, Shengjin Wang, Peizhen Guo, Hanyue Liang, and Qi Tian
<br />Multimedia Systems, 21(6): 569-579, 2015.</font><br /><br />
<b>Coupled Binary Embedding for Large-scale Image Retrieval</b><!-- [<a href="publication/cvpr14-camready.pdf">PDF</a>]-->
<a href="TIP14_coupled.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<br />Liang Zheng, Shengjin Wang, and Qi Tian
<br />IEEE Transactions on Image Processing (TIP), 23(8): 3368-3380, 2014.</font><br /><br />
<b>Lp-norm IDF for Scalable Image Retrieval</b><!-- [<a href="publication/cvpr14-camready.pdf">PDF</a>]-->
<a href="TIP14_lp.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<br />Liang Zheng, Shengjin Wang, and Qi Tian
<br />Accepted in IEEE Transactions on Image Processing (TIP), 2014.
<br /><font color="FF0000">It is an extended version of our CVPR'13 paper.</font><br /><br />
</ul>
<HR style="border:1 solid #cecccc" width="100%" SIZE=1>
<h3><font size=4.5 face="Arial" color="blue"><font color=black>2013</font></font></h3>
<ul>
<b>Lp-norm IDF for Large Scale Image Search</b>
<a href="CVPR13_pIDF.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<br />Liang Zheng, Shengjin Wang, Ziqiong Liu, and Qi Tian
<br />IEEE Conference
on Computer Vision and Pattern Recognition (CVPR), pp. 1626-1633, 2013.
<br /><br />
<b>Visual Phraselet: Refining Spatial Constraints for Large Scale Image Search</b>
<a href="SPL13_phraselet.pdf"><font color=""><font color=blue>[PDF]</font></font></a>
<br />Liang Zheng, Shengjin Wang
<br />IEEE Signal
Processing Letters, 20(4): 391-394, 2013.<br /><br /><br />
</ul>
</span>
</div>
</body>
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