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CNN-Based Broad Learning for Cross-Domain Emotion Classification 期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2023, 卷号: 28, 期号: 2, 页码: 360-369
Authors:  Zeng, Rong;  Liu, Hongzhan;  Peng, Sancheng;  Cao, Lihong;  Yang, Aimin;  Zong, Chengqing;  Zhou, Guodong
Favorite  |  View/Download:29/0  |  Submit date:2022/11/14
Measurement  Deep learning  Adaptation models  Feature extraction  Convolutional neural networks  Data mining  Task analysis  cross-domain emotion classification  CNN  broad learning  classifier  co-training  
A Parallel Teacher for Synthetic-to-Real Domain Adaptation of Traffic Object Detection 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2022, 卷号: 7, 期号: 3, 页码: 441-455
Authors:  Wang, Jiangong;  Shen, Tianyu;  Tian, Yonglin;  Wang, Yutong;  Gou, Chao;  Wang, Xiao;  Yao, Fei;  Sun, Changyin
Favorite  |  View/Download:20/0  |  Submit date:2022/11/28
Object detection  Feature extraction  Data models  Training  Knowledge engineering  Detectors  Computational modeling  Computer vision  Unsupervised Domain Adaptation  Teacher-student learning  Traffic object detection  
Drivable Space of Rehabilitation Robot for Physical Human-Robot Interaction: Definition and an Expanding Method 期刊论文
IEEE TRANSACTIONS ON ROBOTICS, 2022, 页码: 14
Authors:  Wang, Weiqun;  Liang, Xu;  Liu, Shengda;  Lin, Tianyu;  Zhang, Pu;  Lv, Zhen;  Wang, Jiaxing;  Hou, Zeng-Guang
Favorite  |  View/Download:21/0  |  Submit date:2022/11/14
Assistive robots  Torque  Robot kinematics  Training  Exoskeletons  Biological system modeling  Adaptation models  Adaptive learning  dynamics modeling  physical human-robot interaction (pHRI)  rehabilitation robot  
Margin-Based Adversarial Joint Alignment Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 4, 页码: 2057-2067
Authors:  Zuo, Yukun;  Yao, Hantao;  Zhuang, Liansheng;  Xu, Changsheng
Favorite  |  View/Download:62/0  |  Submit date:2022/06/10
Feature extraction  Adaptation models  Image reconstruction  Generative adversarial networks  Semisupervised learning  Data models  Training  Domain adaptation  joint alignment module  margin-based generative module  
Instance-Level Knowledge Transfer for Data-Driven Driver Model Adaptation With Homogeneous Domains 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:  Lu, Chao;  Lv, Chen;  Gong, Jianwei;  Wang, Wenshuo;  Cao, Dongpu;  Wang, Fei-Yue
Favorite  |  View/Download:45/0  |  Submit date:2022/06/10
Vehicles  Adaptation models  Data models  Hidden Markov models  Knowledge transfer  Transfer learning  Training  Driver behaviour  driver model adaptation  transfer learning  importance weight  
Unsupervised Structure-Texture Separation Network for Oracle Character Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3137-3150
Authors:  Wang, Mei;  Deng, Weihong;  Liu, Cheng-Lin
Favorite  |  View/Download:66/0  |  Submit date:2022/06/10
Character recognition  Bones  Adaptation models  Training  Feature extraction  Writing  Transforms  Oracle character recognition  unsupervised domain adaptation  feature disentanglement  generative adversarial network  
Dynamic Orthogonal Projection Constrained Discriminative Tracking 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2022, 卷号: 29, 页码: 652-656
Authors:  Yu, Bin;  Tang, Ming;  Zhu, Guibo;  Wang, Jinqiao;  Lu, Hanqing
Adobe PDF(805Kb)  |  Favorite  |  View/Download:85/9  |  Submit date:2022/06/06
Biological system modeling  Training  Feature extraction  Dimensionality reduction  Optimization  Adaptation models  Visualization  Visual tracking  dimensionality reduction  discriminative model  
Seek Common Ground While Reserving Differences: A Model-Agnostic Module for Noisy Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 1020-1030
Authors:  Zuo, Yukun;  Yao, Hantao;  Zhuang, Liansheng;  Xu, Changsheng
Favorite  |  View/Download:46/0  |  Submit date:2022/06/06
Noise measurement  Adaptation models  Predictive models  Reliability  Task analysis  Standards  Data models  Noisy domain adaptation  Seek common ground component  Reserve differences component  
Improving Cross-State and Cross-Subject Visual ERP-Based BCI With Temporal Modeling and Adversarial Training 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 369-379
Authors:  Ni, Ziyi;  Xu, Jiaming;  Wu, Yuwei;  Li, Mengfan;  Xu, Guizhi;  Xu, Bo
Favorite  |  View/Download:50/0  |  Submit date:2022/06/06
Brain modeling  Electroencephalography  Visualization  Training  Task analysis  Feature extraction  Adaptation models  Brain-computer interface  temporal modeling  adversarial training  cross-subject  cross-state  
Student Modeling and Analysis in Adaptive Instructional Systems 期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 59359-59372
Authors:  Liang, Jing;  Hare, Ryan;  Chang, Tianyu;  Xu, Fangli;  Tang, Ying;  Wang, Fei-Yue;  Peng, Shimeng;  Lei, Mingyu
Favorite  |  View/Download:38/0  |  Submit date:2022/07/25
Adaptation models  Artificial intelligence  Predictive models  Analytical models  Adaptive systems  Ontologies  Mathematical models  Adaptive instructional systems  student modeling  multimodal learning analytics