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COMICS: End-to-End Bi-Grained Contrastive Learning for Multi-Face Forgery Detection 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 10, 页码: 10223-10236
作者:  Zhang, Cong;  Qi, Honggang;  Wang, Shuhui;  Li, Yuezun;  Lyu, Siwei
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Face recognition  Forgery  Feature extraction  Proposals  Object detection  Faces  Generators  DeepFake  multi-face forgery detection  contrastive learning  fine-grained feature learning  
Modality Consistency-Guided Contrastive Learning for Wearable-Based Human Activity Recognition 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 21750-21762
作者:  Guo, Changru;  Zhang, Yingwei;  Chen, Yiqiang;  Xu, Chenyang;  Wang, Zhong
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Human activity recognition  Self-supervised learning  Task analysis  Data models  Time series analysis  Internet of Things  Face recognition  Contrastive learning (CL)  human activity recognition (HAR)  intermodality  intramodality  self-supervised  
Fine-Grained Open-Set Deepfake Detection via Unsupervised Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 页码: 7536-7547
作者:  Zhou, Xinye;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Deepfakes  Adaptation models  Feature extraction  Data models  Face recognition  Training  Faces  Deepfake detection  domain adaptation  unsupervised learning  fine-grained classification  
Enhancing Face Recognition With Detachable Self-Supervised Bypass Networks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1588-1599
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：10/0  |  提交时间：2024/05/20
Face recognition  Task analysis  Three-dimensional displays  Training  Supervised learning  Self-supervised learning  Image reconstruction  bypass enhanced representation learning  3D reconstruction bypass  blind inpainting bypass  
CMOS-GAN: Semi-Supervised Generative Adversarial Model for Cross-Modality Face Image Synthesis 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 144-158
作者:  Yu, Shikang;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：24/0  |  提交时间：2023/07/12
Cross-modality synthesis  semi-supervised synthesis  cross-modality face recognition  generative adversarial networks  
Age-Invariant Face Recognition by Multi-Feature Fusion and Decomposition with Self-attention 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 1, 页码: 18
作者:  Yan, Chenggang;  Meng, Lixuan;  Li, Liang;  Zhang, Jiehua;  Wang, Zhan;  Yin, Jian;  Zhang, Jiyong;  Sun, Yaoqi;  Zheng, Bolun
收藏  |  浏览/下载：34/0  |  提交时间：2022/12/07
Age-invariant face recognition  feature fusion  feature decomposition  self-attention  
Personalized Convolution for Face Recognition 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2022, 页码: 19
作者:  Han, Chunrui;  Shan, Shiguang;  Kan, Meina;  Wu, Shuzhe;  Chen, Xilin
收藏  |  浏览/下载：26/0  |  提交时间：2022/12/07
Face recognition  Personalized convolution  Personalized kernel  
Locality-Aware Channel-Wise Dropout for Occluded Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 788-798
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Liu, Xiao;  Wu, Zhongqin;  Chen, Xilin
收藏  |  浏览/下载：25/0  |  提交时间：2022/12/07
Face recognition  Feature extraction  Liquid crystal displays  Robustness  Neurons  Image reconstruction  Dictionaries  Occluded face recognition  locality-aware channel-wise dropout  spatial attention module  
Graph Jigsaw Learning for Cartoon Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3961-3972
作者:  Li, Yong;  Lao, Lingjie;  Cui, Zhen;  Shan, Shiguang;  Yang, Jian
收藏  |  浏览/下载：30/0  |  提交时间：2022/12/07
Face recognition  Shape  Training  Image color analysis  Layout  Convolutional neural networks  Task analysis  Cartoon face recognition  jigsaw solving  graph convolutional network  self-supervised learning  
Dual-Branch Meta-Learning Network With Distribution Alignment for Face Anti-Spoofing 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 138-151
作者:  Jia, Yunpei;  Zhang, Jie;  Shan, Shiguang
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Faces  Feature extraction  Testing  Face recognition  Databases  Training  Task analysis  Face anti-spoofing  face presentation attack detection  domain generalization  meta-learning  distribution alignment  deep learning