Publications

* Equal Contribution

† Corresponding Author

2024

  1. Envisioning Outlier Exposure for Out-of-distribution Detection
    Chentao Cao,  Zhun Zhong†, Zhanke Zhou, Yang Liu, Tongliang Liu, and Bo Han
    In ICML 2024
  2. Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture
    Fei Wang, Dan Guo, Kun Li,  Zhun Zhong, and Meng Wang
    In CVPR 2024
  3. Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation
    Dong Zhao, Shuang Wang†, Qi Zang, Licheng Jiao, Nicu Sebe, and  Zhun Zhong†
    In CVPR 2024
  4. Federated generalized category discovery
    Nan Pu, Wenjing Li†, Xinyuan Ji, Yalan Qin, Nicu Sebe, and  Zhun Zhong†
    In CVPR 2024
  5. Active Generalized Category Discovery
    Shijie Ma, Fei Zhu,  Zhun Zhong, Xu-Yao Zhang, and Cheng-Lin Liu
    In CVPR 2024
  6. Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification
    Fengxiang Yang,  Zhun Zhong, Zhiming Luo, Yifan He, Shaozi Li, and Nicu Sebe
    In AAAI 2024
  7. ICLR
    Democratizing Fine-grained Visual Recognition with Large Language Models
    Mingxuan Liu, Subhankar Roy, Wenjing Li,  Zhun Zhong†, Nicu Sebe, and Elisa Ricci
    In ICLR 2024

2023

  1. Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning
    Yu Wang,  Zhun Zhong, Pengchong Qiao, Xuxin Cheng, Xiawu Zheng, Chang Liu, Nicu Sebe, and 2 more authors
    In NeurIPS 2023
  2. IJCV
    Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization
    Yuyang Zhao,  Zhun Zhong, Na Zhao, Nicu Sebe, and Gim Hee Lee
    International Journal of Computer Vision 2023
  3. TPAMI
    A Memorizing and Generalizing Framework for Lifelong Person Re-Identification
    Nan Pu,  Zhun Zhong†, Nicu Sebe, and Michael Lew
    IEEE Transactions on Pattern Analysis and Machine Intelligence 2023
  4. Multi-View Domain Adaptive Object Detection on Camera Networks
    Yan Lu,  Zhun Zhong, and Yuanchao Shu
    In AAAI 2023
  5. Cross-Modality Earth Mover’s Distance for Visible Thermal Person Re-Identification
    Yongguo Ling,  Zhun Zhong, Donglin Cao, Zhiming Luo, Yaojin Lin, Shaozi Li, and Nicu Sebe
    In AAAI 2023
  6. Exploring Non-Target Knowledge for Improving Ensemble Universal Adversarial Attacks
    Juanjuan Weng, Zhiming Luo,  Zhun Zhong, Dazhen Lin, and Shaozi Li
    In AAAI 2023
  7. Sparsely Annotated Semantic Segmentation With Adaptive Gaussian Mixtures
    Linshan Wu,  Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, and Hao Chen
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023
  8. Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation
    Wei Wang,  Zhun Zhong, Weijie Wang, Xi Chen, Charles Ling, Boyu Wang, and Nicu Sebe
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023
  9. Dynamic Conceptional Contrastive Learning for Generalized Category Discovery
    Nan Pu,  Zhun Zhong†, and Nicu Sebe
    In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2023
  10. TITS
    100-Driver: A Large-Scale, Diverse Dataset for Distracted Driver Classification
    Jing Wang, Wenjing Li, Fang Li, Jun Zhang, Zhongcheng Wu,  Zhun Zhong, and Nicu Sebe
    IEEE Transactions on Intelligent Transportation Systems 2023
  11. AIJ
    Mitigating robust overfitting via self-residual-calibration regularization
    Hong Liu,  Zhun Zhong†, Nicu Sebe, and Shin’ichi Satoh
    Artificial Intelligence 2023
  12. TPAMI
    Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation
    Linshan Wu, Leyuan Fang, Xingxin He, Min He, Jiayi Ma, and  Zhun Zhong
    IEEE Transactions on Pattern Analysis and Machine Intelligence 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, Nicu Sebe, and Wei Wang
    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, Yi Yang, and Nicu Sebe
    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, Zhiming Luo, Donglin Cao, and 3 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 Elisa Ricci
    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 Nicu Sebe
    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 Nicu Sebe
    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 Nicu Sebe
    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 Nicu Sebe
    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, Shaozi Li, Nicu Sebe, and 1 more author
    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