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Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 789-800
作者:  He, Yuting;  Chen, Yiqiang;  Yang, XiaoDong;  Yu, Hanchao;  Huang, Yi-Hua;  Gu, Yang
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Data models  Training  Servers  Collaborative work  Adaptation models  Convergence  Feature extraction  Federated learning  knowledge distillation  non-identically distributed  deep learning  catastrophic forgetting  
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  
Linguistic Hallucination for Text-Based Video Retrieval 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 10, 页码: 9692-9705
作者:  Fang, Sheng;  Dang, Tiantian;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Linguistics  Training  Testing  Encoding  Context modeling  Feature extraction  Task analysis  Text-video retrieval  partially relevant video retrieval  linguistic hallucination  curriculum learning  
A Lightweight Deep Human Activity Recognition Algorithm Using Multiknowledge Distillation 期刊论文
IEEE SENSORS JOURNAL, 2024, 卷号: 24, 期号: 19, 页码: 31495-31511
作者:  Chen, Runze;  Luo, Haiyong;  Zhao, Fang;  Meng, Xuechun;  Xie, Zhiqing;  Zhu, Yida
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Human activity recognition  Computational modeling  Sensors  Feature extraction  Training  Task analysis  Deep learning  Artificial neural network  human activity recognition (HAR)  multiknowledge distillation  
Progressive Decision Boundary Shifting for Unsupervised Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 12
作者:  Li, Liang;  Lu, Tongyu;  Sun, Yaoqi;  Gao, Yuhan;  Yan, Chenggang;  Hu, Zhenghui;  Huang, Qingming
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Uncertainty  Feature extraction  Semantics  Task analysis  Training  Adversarial machine learning  Symbols  Domain shifting  progressive decision boundary  self-learning  unsupervised domain adaptation (UDA)  
Multi-feature deep supervised voiceprint adversarial network for depression recognition from speech 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 卷号: 89, 页码: 15
作者:  Pan, Yuchen;  Shang, Yuanyuan;  Wang, Wei;  Shao, Zhuhong;  Han, Zhuojin;  Liu, Tie;  Guo, Guodong;  Ding, Hui
收藏  |  浏览/下载:19/0  |  提交时间:2024/05/20
Adversarial learning  Audio processing  Attention mechanism  Deep neural network  Depression recognition  Feature enhancement  
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  
Domain-Aware Graph Network for Bridging Multi-Source Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 7210-7224
作者:  Yuan, Jin;  Hou, Feng;  Yang, Ying;  Zhang, Yang;  Shi, Zhongchao;  Geng, Xin;  Fan, Jianping;  He, Zhiqiang;  Rui, Yong
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Task analysis  Feature extraction  Graph neural networks  Adaptation models  Self-supervised learning  Multitasking  Image color analysis  Multi-source domain adaptation  self-supervised learning  graph neural network  real-world applications  
Res-EMSA: Adaptive Adjustment of Innovation Based on Efficient Multihead Self-Attention in GNSS/INS Tightly Integrated Navigation System 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
作者:  Xu, Hongfu;  Luo, Haiyong;  Wu, Zijian;  Zhao, Fang
收藏  |  浏览/下载:12/0  |  提交时间:2024/05/20
Technological innovation  Global navigation satellite system  Navigation  Feature extraction  Adaptation models  Measurement uncertainty  Kalman filters  Deep learning  extended Kalman filter (EKF)  innovation matrix  integrated navigation  
Real-Time Robust Video Object Detection System Against Physical-World Adversarial Attacks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 1, 页码: 366-379
作者:  Han, Husheng;  Hu, Xing;  Hao, Yifan;  Xu, Kaidi;  Dang, Pucheng;  Wang, Ying;  Zhao, Yongwei;  Du, Zidong;  Guo, Qi;  Wang, Yanzhi;  Zhang, Xishan;  Chen, Tianshi
收藏  |  浏览/下载:11/0  |  提交时间:2024/05/20
Object detection  Streaming media  Optical flow  Feature extraction  Real-time systems  Task analysis  Detectors  Adversarial patch attack  deep learning security  domain-specific accelerator  hardware/software co-design  real time