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Deep Audio-Visual Learning: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 351-376
Authors:  Hao Zhu;  Man-Di Luo;  Rui Wang;  Ai-Hua Zheng;  Ran He
Adobe PDF(1864Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2021/05/24
Deep audio-visual learning  audio-visual separation and localization  correspondence learning  generative models  representation learning  
FA-GAN: Face Augmentation GAN for Deformation-Invariant Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 期号: 0, 页码: 2341-2355
Authors:  Luo, Mandi;  Cao, Jie;  Ma, Xin;  Zhang, Xiaoyu;  He, Ran
Adobe PDF(4742Kb)  |  Favorite  |  View/Download:22/1  |  Submit date:2021/04/21
Face recognition  Strain  Geometry  Frequency division multiplexing  Training  Task analysis  Semantics  Face augmentation  deformation-invariant face recognition  face disentanglement  graph convolutional networks  
Adversarial Cross-Spectral Face Completion for NIR-VIS Face Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 5, 页码: 1024 - 1037
Authors:  He, Ran;  Cao, Jie;  Song, Lingxiao;  Sun, Zhenan;  Tan, Tieniu
Adobe PDF(4148Kb)  |  Favorite  |  View/Download:0/0  |  Submit date:2021/06/16
heterogeneous face recognition  near infrared-visible matching  face completion  face inpainting  
Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation 会议论文
, 中国澳门, 2019-8
Authors:  Li, Qiaozhe;  Zhao, Xin;  He, Ran;  Huang, Kaiqi
View  |  Adobe PDF(640Kb)  |  Favorite  |  View/Download:173/66  |  Submit date:2020/01/14
Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation 会议论文
, USA, 2019
Authors:  Jian Liang;  Ran He;  Zhenan Sun;  Tieniu Tan
View  |  Adobe PDF(607Kb)  |  Favorite  |  View/Download:118/36  |  Submit date:2019/06/10
Domain Adaptation  
Aggregating Randomized Clustering-Promoting Invariant Projections for Domain Adaptation 期刊论文
IEEE Trans. Pattern Anal. Machine Intell., 2019, 卷号: 41, 期号: 5, 页码: 1027-1042
Authors:  Jian Liang;  Ran He;  Zhenan Sun;  Tieniu Tan
View  |  Adobe PDF(865Kb)  |  Favorite  |  View/Download:146/62  |  Submit date:2019/06/10
Unsupervised Domain Adaptation  Domain-invariant Projection  Class-clustering  Sampling-and-fusion  
Coupled Deep Learning for Heterogeneous Face Recognition 会议论文
, New Orleans, Louisiana, USA, February 2–7, 2018
Authors:  Xiang Wu;  Lingxiao Song;  Ran He;  Tieniu Tan
View  |  Adobe PDF(391Kb)  |  Favorite  |  View/Download:160/29  |  Submit date:2018/01/04
Learning Structured Ordinal Measures for Video based Face Recognition 期刊论文
Pattern Recognition, 2018, 卷号: 75, 期号: 0, 页码: 4-14
Authors:  Ran He;  Tieniu Tan;  Larry Davis;  Zhenan Sun
View  |  Adobe PDF(1737Kb)  |  Favorite  |  View/Download:167/49  |  Submit date:2018/01/08
Learning Structured Ordinal Measures  
Image Piece Learning for Weakly Supervised Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 4, 页码: 648-659
Authors:  Yi Li;  Yanqing Guo;  Yueying Kao;  Ran He
View  |  Adobe PDF(1522Kb)  |  Favorite  |  View/Download:167/46  |  Submit date:2017/07/18
Conditional Random Field (Crf)  Image Semantic Segmentation  Piece Learning  Weakly Supervised  
Information Theoretic Subspace Clustering 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2643-2655
Authors:  He, Ran;  Wang, Liang;  Sun, Zhenan;  Zhang, Yingya;  Li, Bo;  Bo LI
View  |  Adobe PDF(2269Kb)  |  Favorite  |  View/Download:204/86  |  Submit date:2016/08/11
Correntropy  Group Sparsity  Low-rank Representation (Lrr)  Subspace Clustering