MOGONET integrates multi-omics data using graph convolutional networks allowing patient classification and biomarker identification
Wang, Tongxin, Shao, Wei, Huang, Zhi, Tang, Haixu, Zhang, Jie, Ding, Zhengming, Huang, Kun
Published in Nature communications (08.06.2021)
Published in Nature communications (08.06.2021)
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Journal Article
Domain Invariant and Class Discriminative Feature Learning for Visual Domain Adaptation
Li, Shuang, Song, Shiji, Huang, Gao, Ding, Zhengming, Wu, Cheng
Published in IEEE transactions on image processing (01.09.2018)
Published in IEEE transactions on image processing (01.09.2018)
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Journal Article
Semi-supervised Deep Domain Adaptation via Coupled Neural Networks
Zhengming Ding, Nasrabadi, Nasser M., Yun Fu
Published in IEEE transactions on image processing (01.11.2018)
Published in IEEE transactions on image processing (01.11.2018)
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Journal Article
Adaptive Adversarial Network for Source-free Domain Adaptation
Xia, Haifeng, Zhao, Handong, Ding, Zhengming
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.01.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.01.2021)
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Conference Proceeding
Deeply Learned View-Invariant Features for Cross-View Action Recognition
Kong, Yu, Ding, Zhengming, Li, Jun, Fu, Yun
Published in IEEE transactions on image processing (01.06.2017)
Published in IEEE transactions on image processing (01.06.2017)
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Journal Article
Low-Rank Transfer Human Motion Segmentation
Wang, Lichen, Ding, Zhengming, Fu, Yun
Published in IEEE transactions on image processing (01.02.2019)
Published in IEEE transactions on image processing (01.02.2019)
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Journal Article
Leveraging the Invariant Side of Generative Zero-Shot Learning
Li, Jingjing, Jing, Mengmeng, Lu, Ke, Ding, Zhengming, Zhu, Lei, Huang, Zi
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Consensus Regularized Multi-View Outlier Detection
Zhao, Handong, Liu, Hongfu, Ding, Zhengming, Fu, Yun
Published in IEEE transactions on image processing (01.01.2018)
Published in IEEE transactions on image processing (01.01.2018)
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Journal Article
Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation
Wang, Wei, Li, Haojie, Ding, Zhengming, Nie, Feiping, Chen, Junyang, Dong, Xiao, Wang, Zhihui
Published in IEEE transaction on neural networks and learning systems (01.01.2023)
Published in IEEE transaction on neural networks and learning systems (01.01.2023)
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Journal Article
Missing Modality Transfer Learning via Latent Low-Rank Constraint
Ding, Zhengming, Shao, Ming, Fu, Yun
Published in IEEE transactions on image processing (01.11.2015)
Published in IEEE transactions on image processing (01.11.2015)
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Journal Article
Discriminative Transfer Feature and Label Consistency for Cross-Domain Image Classification
Li, Shuang, Liu, Chi Harold, Su, Limin, Xie, Binhui, Ding, Zhengming, Chen, C. L. Philip, Wu, Dapeng
Published in IEEE transaction on neural networks and learning systems (01.11.2020)
Published in IEEE transaction on neural networks and learning systems (01.11.2020)
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Journal Article
Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning
Zhengming Ding, Ming Shao, Yun Fu
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding
Discerning Feature Supported Encoder for Image Representation
Wang, Shuyang, Ding, Zhengming, Fu, Yun
Published in IEEE transactions on image processing (01.08.2019)
Published in IEEE transactions on image processing (01.08.2019)
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Journal Article
Sparse-Representation-Based Graph Embedding for Traffic Sign Recognition
Ke Lu, Zhengming Ding, Ge, S.
Published in IEEE transactions on intelligent transportation systems (01.12.2012)
Published in IEEE transactions on intelligent transportation systems (01.12.2012)
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Journal Article
Deep learning for AI-based diagnosis of skin-related neglected tropical diseases: A pilot study
Yotsu, Rie R, Ding, Zhengming, Hamm, Jihun, Blanton, Ronald E
Published in PLoS neglected tropical diseases (01.08.2023)
Published in PLoS neglected tropical diseases (01.08.2023)
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Journal Article