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REACT: Remainder Adaptive Compensation for Domain Adaptive Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 3735-3748
Authors:  Li, Haochen;  Zhang, Rui;  Yao, Hantao;  Zhang, Xin;  Hao, Yifan;  Song, Xinkai;  Li, Ling
Favorite  |  View/Download:13/0  |  Submit date:2024/07/22
Unsupervised domain adaptation  domain adaptive object detection  feature extraction  prototypes  
Fuzzy Inference Attention Module for Unsupervised Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 卷号: 32, 期号: 4, 页码: 1706-1718
Authors:  Wang, Zhengshan;  Chen, Long;  Wang, Fei-Yue
Favorite  |  View/Download:7/0  |  Submit date:2024/07/03
Attention module  domain adaptation (DA)  fuzzy inference system (FIS)  negative transfer (NL)  
Low-Rank Optimal Transport for Robust Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1667-1680
Authors:  Bingrong Xu;  Jianhua Yin;  Cheng Lian;  Yixin Su;  Zhigang Zeng
Adobe PDF(3368Kb)  |  Favorite  |  View/Download:47/21  |  Submit date:2024/06/07
Domain adaptation  low-rank constraint  noise corruption  optimal transport  
Multi-Prototype Guided Source-Free Domain Adaptive Object Detection for Autonomous Driving 期刊论文
https://ieeexplore.ieee.org/document/10336548/, 2024, 卷号: 9, 期号: 1, 页码: 1589-1601
Authors:  Siqi Zhang;  Lu Zhang;  Guangsen Li;  Pengcheng Li;  Zhiyong Liu
Adobe PDF(4349Kb)  |  Favorite  |  View/Download:46/15  |  Submit date:2024/06/06
Prototypes  Labeling  Object detection  Adaptation models  Detectors  Noise measurement  Task analysis  Object detection  self training  source-free domain adaptation  transfer learning  
It takes two: Dual Branch Augmentation Module for domain generalization 期刊论文
NEURAL NETWORKS, 2024, 卷号: 172, 页码: 12
Authors:  Li, Jingwei;  Li, Yuan;  Tan, Jie;  Liu, Chengbao
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Domain generalization  Fourier transform  Uncertainty calibration  Test-time adaptation  
DomainFeat: Learning Local Features With Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 46-59
Authors:  Xu, Rongtao;  Wang, Changwei;  Xu, Shibiao;  Meng, Weiliang;  Zhang, Yuyang;  Fan, Bin;  Zhang, Xiaopeng
Adobe PDF(6039Kb)  |  Favorite  |  View/Download:94/13  |  Submit date:2024/03/26
Feature extraction  Location awareness  Visualization  Robustness  Image matching  Detectors  Decoding  Local features  domain adaptation  cross-domain data  consistency loss  
Unsupervised Domain Adaptation on Sentence Matching Through Self-Supervision 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 6, 页码: 1237-1249
Authors:  Bai, Gui-Rong;  Liu, Qing-Bin;  He, Shi-Zhu;  Liu, Kang;  Zhao, Jun
Favorite  |  View/Download:59/0  |  Submit date:2024/03/26
unsupervised domain adaptation  sentence matching  self-supervision  
MLDA: Multi-Loss Domain Adaptor for Cross-Session and Cross-Emotion EEG-Based Individual Identification 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 12, 页码: 5767-5778
Authors:  Miao, Yifan;  Jiang, Wanqing;  Su, Nuo;  Shan, Jun;  Jiang, Tianzi;  Zuo, Nianming
Favorite  |  View/Download:60/0  |  Submit date:2024/03/26
Electroencephalography  Feature extraction  Task analysis  Support vector machines  Recording  Motion pictures  Brain modeling  EEG  biometric  across mental states  across time  deep learning  domain adaptation  
Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 932-945
Authors:  Bin Yang;  Yaguo Lei;  Xiang Li;  Naipeng Li;  Asoke K. Nandi
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Deep transfer learning  domain adaptation  incorrect label annotation  intelligent fault diagnosis  rotating machines  
DA-CapsNet: A multi-branch capsule network based on adversarial domain adaption for cross-subject EEG emotion recognition 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 12
Authors:  Liu, Shuaiqi;  Wang, Zeyao;  An, Yanling;  Li, Bing;  Wang, Xinrui;  Zhang, Yudong
Favorite  |  View/Download:61/0  |  Submit date:2024/02/22
EEG emotion recognition  Capsule network  Adversarial domain adaptation  Transfer learning