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ScoreMix: A Scalable Augmentation Strategy for Training GANs With Limited Data 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8920-8935
Authors:  Cao, Jie;  Luo, Mandi;  Yu, Junchi;  Yang, Ming-Hsuan;  He, Ran
Adobe PDF(1823Kb)  |  Favorite  |  View/Download:102/1  |  Submit date:2023/11/17
Generative adversarial networks  image synthesis  data augmentation  few-shot image-to-image translation  
Order-aware Human Interaction Manipulation 会议论文
, Lisboa, Portugal, 2022.10.10-2022.10.14
Authors:  Luo, Mandi;  Cao, Jie;  He, Ran
Adobe PDF(3872Kb)  |  Favorite  |  View/Download:272/71  |  Submit date:2022/08/10
知识与数据协同驱动的异质图像表示与合成 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2022
Authors:  骆曼迪
Adobe PDF(10423Kb)  |  Favorite  |  View/Download:314/15  |  Submit date:2022/08/08
知识与数据协同驱动  异质图像表示  异质图像合成  异质图像转换  生成对抗网络  信息瓶颈  
Memory-Modulated Transformer Network for Heterogeneous Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2095-2109
Authors:  Luo, Mandi;  Wu, Haoxue;  Huang, Huaibo;  He, Weizan;  He, Ran
Adobe PDF(4712Kb)  |  Favorite  |  View/Download:364/129  |  Submit date:2022/07/25
Face recognition  Task analysis  Transformers  Encoding  Feature extraction  Image recognition  Memory modules  Heterogeneous face recognition  style transformer  memory network  
Self-Augmented Heterogeneous Face Recognition 会议论文
, 线上, 2021.8.4
Authors:  Sun, Zongcai;  Fu, Chaoyou;  Luo, Mandi;  He, Ran
Adobe PDF(2627Kb)  |  Favorite  |  View/Download:178/56  |  Submit date:2022/06/15
Heterogeneous Face Recognition via Face Synthesis With Identity-Attribute Disentanglement 期刊论文
IEEE Transactions on Information Forensics and Security, IEEE Transactions on Information Forensics and Security, 2022, 2022, 卷号: 17, 17, 页码: 1344-1358, 1344-1358
Authors:  Yang, Ziming;  Liang, Jian;  Fu, Chaoyou;  Luo, Mandi;  Zhang, Xiao-Yu
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Heterogeneous face recognition  cross-domain  face augmentation  face disentanglement  Heterogeneous face recognition  cross-domain  face augmentation  face disentanglement  
Partial NIR-VIS Heterogeneous Face Recognition With Automatic Saliency Search 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 5003-5017
Authors:  Luo, Mandi;  Ma, Xin;  Li, Zhihang;  Cao, Jie;  He, Ran
Adobe PDF(4346Kb)  |  Favorite  |  View/Download:285/58  |  Submit date:2021/12/28
Face recognition  Task analysis  Visualization  Image recognition  Lighting  Feature extraction  Training  Heterogeneous face recognition  near infrared-visible matching  information bottleneck  neural architecture search  
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
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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:356/58  |  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