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Generative Partial Visual-Tactile Fused Object Clustering

Dec 28, 2020
Tao Zhang, Yang Cong, Gan Sun, Jiahua Dong, Yuyang Liu, Zhengming Ding

* 9 pages; 8 figures 

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Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation

Dec 08, 2020
Jiahua Dong, Yang Cong, Gan Sun, Yunsheng Yang, Xiaowei Xu, Zhengming Ding

* Accepted to IEEE Transactions on Circuits and Systems for Video Technology (TCSVT 2020) 

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Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation

Oct 23, 2020
Taotao Jing Name, Bingrong Xu, Jingjing Li, Zhengming Ding


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Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation

Aug 27, 2020
Taotao Jing, Zhengming Ding


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Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation

Aug 27, 2020
Taotao Jing, Haifeng Xia, Zhengming Ding


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Discriminative Cross-Domain Feature Learning for Partial Domain Adaptation

Aug 26, 2020
Taotao Jing, Ming Shao, Zhengming Ding


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Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation

Aug 05, 2020
Shuang Li, Binhui Xie, Jiashu Wu, Ying Zhao, Chi Harold Liu, Zhengming Ding

* Accepted at ACM MM 2020 

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Rethink Maximum Mean Discrepancy for Domain Adaptation

Jul 01, 2020
Wei Wang, Haojie Li, Zhengming Ding, Zhihui Wang


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Mining Label Distribution Drift in Unsupervised Domain Adaptation

Jun 16, 2020
Peizhao Li, Zhengming Ding, Hongfu Liu


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Domain Conditioned Adaptation Network

May 14, 2020
Shuang Li, Chi Harold Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang

* Accepted by AAAI 2020 

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Sparsely-Labeled Source Assisted Domain Adaptation

May 08, 2020
Wei Wang, Zhihui Wang, Yuankai Xiang, Jing Sun, Haojie Li, Fuming Sun, Zhengming Ding

* 22 pages, 6 figures, submitted to the Pattern Recognition 

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Deep Residual Correction Network for Partial Domain Adaptation

Apr 10, 2020
Shuang Li, Chi Harold Liu, Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, Zhengming Ding

* Accepted by T-PAMI, 2020 

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Generative Partial Multi-View Clustering

Mar 29, 2020
Qianqian Wang, Zhengming Ding, Zhiqiang Tao, Quanxue Gao, Yun Fu

* This paper is an extension to our previous work: "Wang Q, Ding Z, Tao Z, et al. Partial multi-view clustering via consistent GAN[C]//2018 IEEE International Conference on Data Mining (ICDM). IEEE, 2018: 1290-1295." 

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Towards Fair Cross-Domain Adaptation via Generative Learning

Mar 04, 2020
Tongxin Wang, Zhengming Ding, Wei Shao, Haixu Tang, Kun Huang


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Bi-Directional Generation for Unsupervised Domain Adaptation

Feb 12, 2020
Guanglei Yang, Haifeng Xia, Mingli Ding, Zhengming Ding

* Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020 
* 9 pages, 4 figures 

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Probabilistic Filtered Soft Labels for Domain Adaptation

Dec 24, 2019
Wei Wang, Zhihui Wang, Haojie Li, Zhengming Ding

* 15 pages, 7 figures, IEEE Tansactions on Image Processing. arXiv admin note: text overlap with arXiv:1906.07441 by other authors 

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Robust Knowledge Discovery via Low-rank Modeling

Sep 28, 2019
Zhengming Ding, Ming Shao


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Generative One-Shot Face Recognition

Sep 28, 2019
Zhengming Ding, Yandong Guo, Lei Zhang, Yun Fu


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Cycle-consistent Conditional Adversarial Transfer Networks

Sep 17, 2019
Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Zi Huang

* ACM Multimedia 2019 
* Codes at github.com/lijin118/3CATN 

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Consensus Clustering: An Embedding Perspective, Extension and Beyond

May 31, 2019
Hongfu Liu, Zhiqiang Tao, Zhengming Ding


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Leveraging the Invariant Side of Generative Zero-Shot Learning

Apr 08, 2019
Jingjing Li, Mengmeng Jin, Ke Lu, Zhengming Ding, Lei Zhu, Zi Huang

* Accepted in CVPR 2019 

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Support Neighbor Loss for Person Re-Identification

Aug 18, 2018
Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang, Yun Fu

* Accepted by ACM Multimedia (ACM MM) 2018 

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