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Improving Generalization of Deepfake Detectors by Imposing Gradient Regularization 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 期号: 2024, 页码: 5345-5356
作者:  Weinan Guan;  Wei Wang;  Jing Dong;  Bo Peng
Adobe PDF(1989Kb)  |  收藏  |  浏览/下载：44/14  |  提交时间：2024/06/21
Deepfake detection  forgery texture patterns  
Learnable Graph Matching: A Practical Paradigm for Data Association 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 卷号: 46, 期号: 7, 页码: 4880-4895
作者:  He, Jiawei;  Huang, Zehao;  Wang, Naiyan;  Zhang, Zhaoxiang
Adobe PDF(3520Kb)  |  收藏  |  浏览/下载：40/9  |  提交时间：2024/06/18
Graph matching  data association  multiple object tracking  image matching  
Personalized Graph Generation for Monocular 3D Human Pose and Shape Estimation 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 卷号: 34, 期号: 4, 页码: 2399-2413
作者:  Junxing Hu;  Hongwen Zhang;  Yunlong Wang;  Min Ren;  Zhenan Sun
Adobe PDF(4963Kb)  |  收藏  |  浏览/下载：53/16  |  提交时间：2024/05/30
3D Human Pose and Shape Estimation  Personalized Graph Generation  Body-Oriented Adjacency Matrix  
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis 期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
Adobe PDF(3483Kb)  |  收藏  |  浏览/下载：145/2  |  提交时间：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
Everybody’s Talkin’: Let Me Talk as You Want 期刊论文
IEEE Transactions on Information Forensics and Security, 2022, 卷号: 17, 期号: 1, 页码: 585 - 598
作者:  宋林森;  吴文岩;  钱晨;  赫然;  Loy, Chen Change
Adobe PDF(15432Kb)  |  收藏  |  浏览/下载：105/15  |  提交时间：2023/06/29
Talking face generation  Video generation  GAN  Audio dubbing  
Towards Spatially Disentangled Manipulation of Face Images With Pre-Trained StyleGANs 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2023, 卷号: 33, 期号: 4, 页码: 1725-1739
作者:  Yunfan Liu;  Qi Li;  Qiyao Deng;  Zhenan Sun
Adobe PDF(10050Kb)  |  收藏  |  浏览/下载：124/41  |  提交时间：2023/06/20
Learning to Adapt Across Dual Discrepancy for Cross-Domain Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 1963-1980
作者:  Luo, Chuanchen;  Song, Chunfeng;  Zhang, Zhaoxiang
Adobe PDF(2539Kb)  |  收藏  |  浏览/下载：268/80  |  提交时间：2023/03/20
Person re-identification  domain adaptation  cross-domain mixup  camera-aware learning  self-paced learning  
Temporal sparse adversarial attack on sequence-based gait recognition 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 11
作者:  He, Ziwen;  Wang, Wei;  Dong, Jing;  Tan, Tieniu
Adobe PDF(1435Kb)  |  收藏  |  浏览/下载：370/68  |  提交时间：2022/11/21
Adversarial attack  Gait recognition  Temporal sparsity  
Perturbation Inactivation Based Adversarial Defense for Face Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2022, 卷号: 17, 页码: 2947-2962
作者:  Ren, Min;  Zhu, Yuhao;  Wang, Yunlong;  Sun, Zhenan
Adobe PDF(5658Kb)  |  收藏  |  浏览/下载：294/60  |  提交时间：2022/11/14
Face recognition  Perturbation methods  Robustness  Immune system  Principal component analysis  Deep learning  Training  Adversarial machine learning  deep learning  graph neural network  face recognition  
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
作者:  Luo, Mandi;  Wu, Haoxue;  Huang, Huaibo;  He, Weizan;  He, Ran
Adobe PDF(4712Kb)  |  收藏  |  浏览/下载：391/134  |  提交时间：2022/07/25
Face recognition  Task analysis  Transformers  Encoding  Feature extraction  Image recognition  Memory modules  Heterogeneous face recognition  style transformer  memory network