中科院计算所视觉信息处理与学习组
中科院计算所视觉信息处理与学习组


Publications
  • 1Ke Ma, Qianqian Xu*, Jinshan Zeng, Xiaochun Cao, and Qingming Huang*, "Poisoning Attack against Estimating from Pairwise Comparisons", IEEE Transactions on Pattern Analysis and Machine Intelligence, TPAMI, 2021. (Regular paper, doi: 10.1109/TPAMI.2021.3087514)
  • 2Zhiyong Yang, Qianqian Xu*, Shilong Bao, Xiaochun Cao, and Qingming Huang*, “Learning with Multiclass AUC: Theory and Algorithms”, IEEE Transactions on Pattern Analysis and Machine Intelligence, TPAMI, 2021. (Regular paper, doi: 10.1109/TPAMI.2021.3101125)
  • 3Tianwei Cao, Qianqian Xu*, Zhiyong Yang, and Qingming Huang*, "Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction", IEEE Transactions on Pattern Analysis and Machine Intelligence, TPAMI, 2021. (Regular paper, doi: 10.1109/TPAMI.2021.3103741)
  • 4Yunpei Jia, Jie Zhang, Shiguang Shan, Xilin Chen, "Unified unsupervised and semi-supervised domain adaptation network for cross-scenario face anti-spoofing", Pattern Recognition, 2021. (Accepted)
  • 5Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen, “Learning Multifunctional Binary Codes for Personalized Image Retrieval,” International Journal of Computer Vision, Feb. 2020. (Accepted)
  • 6Xiangyang Li, Luis Herranz, Shuqiang Jiang, “Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition,” ACM Transactions on Data Science. (Accepted)
  • 7Weiqing Min, Shuhuan Mei, Zhuo Li and Shuqiang Jiang, "A Two-Stage Triplet Network Training Framework for Image Retrieval," IEEE Transactions on Multimedia. Accepted (2020)
  • 8Yaohui Zhu, Weiqing Min,Shuqiang Jiang, "Attribute-Guided Feature Learning for Few-Shot Image Recognition," IEEE Transactions on Multimedia, 2020. (Accepted)
  • 9Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan and Xilin Chen. IAUnet: Global Context-Aware Feature Learning for Person Re-Identification. IEEE Trans. on Neural Networks and Learning Systems, 2021. (Accepted)【pdf】
  • 10Yong Li, Jiabei Zeng, Shiguang Shan, "Learning Representations for Facial Actions from Unlabeled Videos", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020. (Accepted)
  • 11Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang, "Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction", IEEE Transactions on Pattern Analysis and Machine Intelligence, PAMI, 2020. (Accepted)
  • 12Xiaoyi Yin, Zhen Cui, Hong Chang, Bingpeng Ma and Shiguang Shan, "Extending Generalized Unsupervised Manifold Alignment," SCIENCE CHINA Information Sciences, 2021.(Accepted)
  • 13Xiangzhou Zhang, Bingpeng Ma, Hong Chang, Shiguang Shan and Xilin Chen, "Location Sensitive Network for Human Instance Segmentation," IEEE Trans. on Image Processing, 2021. (Accepted)
  • 14Yucheng Chen, Rui Huang, Hong Chang, Chuanqi Tan, Tao Xue and Bingpeng Ma, "Cross-Modal Knowledge Adaptation for Language-Based Person Search," IEEE Trans. on Image Processing, vol. 30, pp. 4057-4069, 2021.【pdf】
  • 15Ruibing Hou, Bingpeng Ma, Hong Chang, Xinqian Gu, Shiguang Shan and Xilin Chen, "Feature Completion for Occluded Person Re-Identification," IEEE Trans. on Pattern Analysis and Machine Intelligence, 2021.(Accepted)【pdf】
  • 16Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang,Xiaochun Cao,Yuan Yao, Qingming Huang*. "Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.(doi: 10.1109/TPAMI.2020.3047817)
  • 17Furong Xu, Bingpeng Ma, Hong Chang and Shiguang Shan, "PRDP: Person Re-identification with Dirty and Poor Data," IEEE Trans. on Cybernetics, 2021. (Accepted)

中科院计算所视觉信息处理与学习组
  • 单位地址:北京海淀区中关村科学院南路6号
  • 邮编:100190
  • 联系电话:010-62600514
  • Email:yi.cheng@vipl.ict.ac.cn
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