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Ran He
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Homepage: http://people.ucas.ac.cn/~heran
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Affiliation: Institute of Automation, CAS
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  • Computer Vision, Machine Learning, Biometrics


[1] Ran He, Jie Cao, Lingxiao Song, Zhenan Sun, Tieniu Tan. Adversarial Cross-spectral Face Completion for NIR-VIS Face Recognition. IEEE Trans. Pattern Analysis and Machine Intelligence, 2020, 42(5): 1025-1037.  
[2] Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan. Wasserstein CNN: Learning Invariant Features for NIR- VIS Face Recognition. IEEE Trans. Pattern Analysis and Machine Intelligence, 2019, 41(7): 1761-1773.  
[3] Ran He, Tieniu Tan, Liang Wang. Recovery of Corrupted Low-rank Matrix by Implicit Regularizers. IEEE Trans. Pattern Analysis and Machine Intelligence, 2014, 36(4): 770-783.  
[4] Ran He, WeiShi Zheng, Tieniu Tan, Zhenan Sun. Half-quadratic based Iterative Minimization for Robust Sparse Representation. IEEE Trans. Pattern Analysis and Machine Intelligence, 2014, 36(2): 261-275.  
[5] Ran He, Wei-Shi Zheng, Bao-Gang Hu. Maximum Correntropy Criterion for Robust Face Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8): 1561-1576.  
[6] Ran He, Tieniu Tan, Larry Davis, Zhenan Sun. Learning Structured Ordinal Measures for Video based Face Recognition. Elsevier Pattern Recognition, 2018, 75:4-14.  
[7] Ran He, Liang Wang, Zhenan Sun, Yingya Zhang, Bo Li. Information Theoretic Subspace Clustering. IEEE Transactions on Neural Network and Learning System, 2016, 27(12): 2643-2655.  
[8] Ran He, Man Zhang, Liang Wang, Ye Ji, Qiyue Yin. Cross-Modal Subspace Learning via Pairwise Constraints. IEEE Transactions on Image Processing, 2015, 24(12): 5543-5556.  
[9] Ran He, Yingya Zhang, Zhenan Sun, Qiyue Yin. Robust Subspace Clustering with Complex Noise. IEEE Transactions on Image Processing, 2015, 24(11): 4001-4013.  
[10] Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan. Learning invariant deep representation for NIR-VIS face recognition. In Proc. AAAI Conference on Artificial Intelligence, 2017:2000-2006.  
[11] Ran He, Tieniu Tan, Liang Wang, Wei-Shi Zheng. L21 Regularized Correntropy for Robust Feature Selection. In Proc. IEEE Computer Vision and Pattern Recognition, 2012: 2504-2511.  
[12] Ran He, Zhenan Sun, Tieniu Tan, Wei-Shi Zheng. Recovery of Corrupted Low-Rank Matrices via Half-Quadratic based Non-convex Minimization. In Proc. IEEE Computer Vision and Pattern Recognition, 2011: 2889-2896.  
[13] Ran He, Wei-Shi Zheng, Bao-Gang Hu, Xiangwei Kong. Nonnegative Sparse Coding for Discriminative Semi-supervised Learning. In Proc. IEEE Computer Vision and Pattern Recognition, 2011: 2849-2856.