个人简历

Jing Zhang is an Associate Professor at School of Software in Beihang University (BUAA). Before she joined Beihang, she received the Ph.D. degree at the Advanced Multimedia Research Laboratory in the University of Wollongong, Australia, under the supervision of A/Prof. Wanqing Li and Prof. Philip Ogunbona.

研究领域

"主要研究领域为计算机视觉与机器学习，重点研究迁移学习在计算机视觉领域中的应用，涉及图像分类、物体检测、语义分割、三维视觉等计算机视觉任务以及领域自适应、小样本学习、持续学习等机器学习理论及方法"

近期论文

Ziming Wang, Xiaoliang Huo, Zhenghao Chen, Jing Zhang, Lu Sheng*, Dong Xu (2022). Improving RGB-D Point Cloud Registration by Learning Multi-scale Local Linear Transformation. In ECCV.\r
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Daigang Cai, Lichen Zhao, Jing Zhang*, Lu Sheng, Dong Xu (2022). 3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds. In CVPR.\r
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JiaXu Wan, Hong Zhang, Jing Zhang, Yuan Ding, Yifan Yang, Yan Li, Xuliang Li (2022). DSRRTracker: Dynamic Search Region Refinement for Attention-based Siamese Multi-Object Tracking. arXiv preprint arXiv:2203.10729.\r
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Jing Zhang, Changran Lei, Yilong Yang, Borui Wang, Yang Chen (2021). MMA-Net: A MultiModal-Attention-Based Deep Neural Network for Web Services Classification. In ICSOC.\r
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Yilong Yang, Zhaotian Li, Jing Zhang*, Yang Chen (2021). Transfer Learning for Web Services Classification. In ICWS.\r
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Jing Zhang, Yang Chen, Yilong Yang, Changran Lei, Deqiang Wang (2021). ServeNet-LT: A Normalized Multi-head Deep Neural Network for Long-tailed Web Services Classification. In ICWS.\r
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Mucong Ye, Jing Zhang*, Jinpeng Ouyang, Ding Yuan (2021). Source Data-free Unsupervised Domain Adaptation for Semantic Segmentation. In ACMMM.\r
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Jiayi Tian, Jing Zhang*, Wen Li, Dong Xu (2021). VDM-DA: Virtual Domain Modeling for Source Data-Free Domain Adaptation. T-CSVT.\r
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Bowen Yang, Jing Zhang*, Zhenfei Yin, Jing Shao (2021). Few-Shot Domain Expansion for Face Anti-Spoofing. arXiv preprint arXiv:2106.14162.\r
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Weichen Zhang, Dong Xu, Jing Zhang, Wanli Ouyang (2021). Progressive Modality Cooperation for Multi-Modality Domain Adaptation. TIP.\r
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Chang Tang, Xiao Zheng, Xinwang Liu, Wei Zhang, Jing Zhang, Jian Xiong, Lizhe Wang (2021). Cross-view Locality Preserved Diversity and Consensus Learning for Multi-view Unsupervised Feature Selection. TKDE.\r
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Mucong Ye, Jinpeng Ouyang, Ge Chen, Jing Zhang*, Xiaogang Yu (2020). Enhanced Feature Pyramid Network for Semantic Segmentation. In ICPR.\r
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Jing Zhang, Wanqing Li, Lu Sheng, TangChang, Philip Ogunbona (2020). Unsupervised Domain Expansion from Multiple Sources. arXiv preprint arXiv:2005.12544.\r
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Jing Zhang, Wanqing Li, Philip Ogunbona, Dong Xu (2020). Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective. CSUR.\r
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Jing Zhang, Wanqing Li, Philip Ogunbona (2019). Unsupervised domain adaptation: A multi-task learning-based method. KBS.\r
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Jing Zhang, Zewei Ding, Wanqing Li, Philip Ogunbona (2018). Importance Weighted Adversarial Nets for Partial Domain Adaptation. In CVPR.