Joint discriminative and generative learning for person re-identification

Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019 (Oral)
[Project] [Paper] [code] [YouTube] [Bilibili] [Poster] [Supp]

Open Set Adversarial Examples

Zhedong Zheng, Liang Zheng and Yi Yang
[arXiv] [code]

Dual-Path Convolutional Image-Text Embedding with Instance Loss

Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, Mingliang Xu, Yi-Dong Shen
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2020
[arXiv] [code] [slide]

A Discriminatively Learned CNN Embedding for Person Re-identification

Zhedong Zheng, Liang Zheng and Yi Yang
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2017
[arXiv] [code]

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro

Zhedong Zheng, Liang Zheng and Yi Yang
IEEE International Conference on Computer Vision (ICCV), 2017 (spotlight)
[arXiv] [code] [poster] [video] [dataset]

Improving Person Re-identification by Attribute and Identity Learning

Yutian Lin, Liang Zheng, Zhedong Zheng, Yu Wu and Yi Yang
[arXiv] [Attribute Dataset1] [Attribute Dataset2]

Pedestrian Alignment Network for Person Re-identification

Zhedong Zheng, Liang Zheng and Yi Yang
[arXiv] [code]

Camera Style Adaptation for Person Re-identification

Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, Yi Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
[arXiv]