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GJFusion: A Channel-Level Correlation Construction Method for Multimodal Physiological Signal Fusion 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 2, 页码: 23
作者:  Huang, Wuliang;  Chen, Yiqiang;  Jiang, Xinlong;  Zhang, Teng;  Chen, Qian
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
Multimodal  physiological signal  graph neural network  emotion state recognition  ubiquitous computing  
GLIM-Net: Chronic Glaucoma Forecast Transformer for Irregularly Sampled Sequential Fundus Images 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 6, 页码: 1875-1884
作者:  Hu, Xiaoyan;  Zhang, Ling-Xiao;  Gao, Lin;  Dai, Weiwei;  Han, Xiaoguang;  Lai, Yu-Kun;  Chen, Yiqiang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Transformers  Feature extraction  Predictive models  Image segmentation  Deep learning  Biomedical imaging  Task analysis  Glaucoma forecast  transformer  attention mechanism  fundus image  
Iterative Self-Training Based Domain Adaptation for Cross-User sEMG Gesture Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 2974-2987
作者:  Wang, Kang;  Chen, Yiqiang;  Zhang, Yingwei;  Yang, Xiaodong;  Hu, Chunyu
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Surface electromyography  gesture recognition  cross-user  domain adaptation  semi-supervised learning  
CLC: A Consensus-based Label Correction Approach in Federated Learning 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2022, 卷号: 13, 期号: 5, 页码: 23
作者:  Zeng, Bixiao;  Yang, Xiaodong;  Chen, Yiqiang;  Yu, Hanchao;  Zhang, Yingwei
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Federated learning  data evaluation  consensus mechanism  
Transfer channel pruning for compressing deep domain adaptation models 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 11, 页码: 3129-3144
作者:  Yu, Chaohui;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin
收藏  |  浏览/下载：68/0  |  提交时间：2020/12/10
Unsupervised domain adaptation  Transfer channel pruning  Accelerating  
Weighted Large Margin Nearest Center Distance-Based Human Depth Recovery With Limited Bandwidth Consumption 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 12, 页码: 5728-5743
作者:  Huang, Meiyu;  Xiang, Xueshuang;  Chen, Yiqiang;  Fan, Da
收藏  |  浏览/下载：75/0  |  提交时间：2019/12/10
Tele-immersive interaction  occlusion handling  depth recovery  distance learning  
Less annotation on active learning using confidence-weighted predictions 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1629-1636
作者:  Yang, Xiaodong;  Chen, Yiqiang;  Yu, Hanchao;  Zhang, Yingwei
收藏  |  浏览/下载：39/0  |  提交时间：2019/12/10
Extreme Learning Machine  Online sequential learning  Active learning  Less annotation