Publications

* Equal Contribution

† Corresponding Author

2023

    2022

    1. Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation
      Zhun Zhong*†, Yuyang Zhao*, Gim Hee Lee, and Nicu Sebe
      In NeurIPS 2022
    2. Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation
      Yuyang Zhao,  Zhun Zhong, Na Zhao, Nicu Sebe, and Gim Hee Lee
      In ECCV 2022
    3. 3D-Aware Semantic-Guided Generative Model for Human Synthesis
      Jichao Zhang, Enver Sangineto, Hao Tang, Aliaksandr Siarohin,  Zhun Zhong, and 2 more authors
      In ECCV 2022
    4. TCSVT
      Source-Free Open Compound Domain Adaptation in Semantic Segmentation
      Yuyang Zhao*,  Zhun Zhong*†, Zhiming Luo, Gim Hee Lee, and Nicu Sebe
      IEEE Transactions on Circuits and Systems for Video Technology 2022
    5. TIP
      Joint Representation Learning and Keypoint Detection for Cross-view Geo-localization
      Jinliang Lin, Zhedong Zheng,  Zhun Zhong, Zhiming Luo, Shaozi Li, and 2 more authors
      IEEE Transactions on Image Processing (TIP) 2022
    6. Novel Class Discovery in Semantic Segmentation
      Yuyang Zhao,  Zhun Zhong, Nicu Sebe, and Gim Hee Lee
      In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2022
    7. Class-incremental Novel Class Discovery
      Subhankar Roy, Mingxuan Liu,  Zhun Zhong, Nicu Sebe, and Elisa Ricci
      In ECCV 2022
    8. TPAMI
      Towards Robust Person Re-Identification by Defending Against Universal Attackers
      Fengxiang Yang, Juanjuan Weng,  Zhun Zhong, Hong Liu, Zheng Wang, and 5 more authors
      IEEE Transactions on Pattern Analysis and Machine Intelligence 2022

    2021

    1. A Unified Objective for Novel Class Discovery
      Enrico Fini, Enver Sangineto, Stéphane Lathuilière,  Zhun Zhong†, Moin Nabi, and 1 more author
      In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Oral 2021
    2. Neighborhood Contrastive Learning for Novel Class Discovery
      Zhun Zhong*, Enrico Fini*, Subhankar Roy, Zhiming Luo, Elisa Ricci, and 1 more author
      In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021
    3. OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in An Open World
      Zhun Zhong, Linchao Zhu, Zhiming Luo, Shaozi Li, Yi Yang, and 1 more author
      In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021
    4. Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification
      Fengxiang Yang*,  Zhun Zhong*, Zhiming Luo, Cai Yuanzheng, Shaozi Li, and 1 more author
      In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021
    5. Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification
      Yuyang Zhao*,  Zhun Zhong*, Fengxiang Yang, Zhiming Luo, Shaozi Li, and 1 more author
      In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021
    6. Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation
      Subhankar Roy, Evgeny Krivosheev,  Zhun Zhong†, Elisa Ricci, and Nicu Sebe
      In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021
    7. Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided MetaLearning
      Fengxiang Yang,  Zhun Zhong, Hong Liu, Zheng Wang, Zhiming Luo, and 3 more authors
      In AAAI 2021
    8. TPAMI
      Learning to Adapt Invariance in Memory for Person Re-identification
      Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, and Yi Yang
      IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2021

    2020

    1. Random Erasing Data Augmentation
      Zhun Zhong, Liang Zheng, Guoliang Kang, Shaozi Li, and Yi Yang
      In AAAI 2020

      PaperDigest Most Influential AAAI Papers (1st-Place)!

      Citation 2000+!

    2019

    1. Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification
      Zhun Zhong, Liang Zheng, Zhiming Luo, Shaozi Li, and Yi Yang
      In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019
    2. TIP
      CamStyle: A Novel Data Augmentation Method for Person Re-identification
      Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, and Yi Yang
      IEEE Transactions on Image Processing 2019

    2018

    1. Generalizing A Person Retrieval Model Hetero-and Homogeneously
      Zhun Zhong, Liang Zheng, Shaozi Li, and Yi Yang
      In Proceedings of the European Conference on Computer Vision (ECCV) 2018
    2. Camera style adaptation for person re-identification
      Zhun Zhong, Liang Zheng, Zhedong Zheng, Shaozi Li, and Yi Yang
      In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition 2018

      500+ Citations!

    2017

    1. Re-ranking person re-identification with k-reciprocal encoding
      Zhun Zhong, Liang Zheng, Donglin Cao, and Shaozi Li
      In Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on 2017

      Citation 1000+!

    2. Neurocomputing
      Class-specific object proposals re-ranking for object detection in automatic driving
      Zhun Zhong, Mingyi Lei, Donglin Cao, Jianping Fan, and Shaozi Li
      Neurocomputing 2017
    3. MTA
      Detecting ground control points via convolutional neural network for stereo matching
      Zhun Zhong, Songzhi Su, Donglin Cao, Shaozi Li, and Zhihan Lv
      Multimedia Tools and Applications 2017

    2015

    1. ICIP
      Unsupervised domain adaption dictionary learning for visual recognition
      Zhun Zhong, Zongmin Li, Runlin Li, and Xiaoxia Sun
      ICIP-NoShow-PAKDD 2015