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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：34/9  |  提交时间：2024/06/21
Deepfake detection  forgery texture patterns  
Coarse Mask Guided Interactive Object Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5808-5822
作者:  Li, Jing;  Fan, Junsong;  Wang, Yuxi;  Yang, Yuran;  Zhang, Zhaoxiang
Adobe PDF(4323Kb)  |  收藏  |  浏览/下载：56/3  |  提交时间：2024/02/22
Segmentation  interactive  transformer  annotation tool  
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：138/2  |  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：98/12  |  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：120/38  |  提交时间：2023/06/20
Learning pose-invariant 3D object reconstruction from single-view images 期刊论文
Neurocomputing, 2021, 卷号: 423, 页码: 407-418
作者:  Bo Peng;  Wei Wang;  Jing Dong;  Tieniu Tan
Adobe PDF(2589Kb)  |  收藏  |  浏览/下载：158/60  |  提交时间：2023/04/26
Learning 3D shape, Single view supervision, Domain confusion, Adversarial learning  
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：289/58  |  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  
Semantic-aware Noise Driven Portrait Synthesis and Manipulation 期刊论文
IEEE Transactions on Multimedia, 2022, 页码: 0
作者:  Deng, Qiyao;  Li, Qi;  Cao, Jie;  Liu, Yunfan;  Sun, Zhenan
Adobe PDF(53989Kb)  |  收藏  |  浏览/下载：229/45  |  提交时间：2022/06/23
face manipulation, face synthesis, semantic noise  
VAG: A Uniform Model for Cross-Modal Visual-Audio Mutual Generation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:  Hao, Wangli;  Guan, He;  Zhang, Zhaoxiang
Adobe PDF(37909Kb)  |  收藏  |  浏览/下载：238/0  |  提交时间：2022/06/10
Task analysis  Instruments  Visualization  Image reconstruction  Generators  Decoding  Generative adversarial networks  Cross modality  cross-modal generation  mutual generation  visual and audio  
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
作者:  Yang, Ziming;  Liang, Jian;  Fu, Chaoyou;  Luo, Mandi;  Zhang, Xiao-Yu
Adobe PDF(3578Kb)  |  收藏  |  浏览/下载：334/85  |  提交时间：2022/06/10
Heterogeneous face recognition  cross-domain  face augmentation  face disentanglement  Heterogeneous face recognition  cross-domain  face augmentation  face disentanglement