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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  
Personalized Federated Learning With Adaptive Batchnorm for Healthcare 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 915-925
作者:  Lu, Wang;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin;  Xu, Renjun;  Dimitriadis, Dimitrios;  Qin, Tao
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Medical services  Collaborative work  Data models  Adaptation models  Computational modeling  Machine learning  Data privacy  Distributed computing  federated learning  personalization  batch normalization  healthcare  
Attention-Guided Sample-Based Feature Enhancement Network for Crowded Pedestrian Detection Using Vision Sensors 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 19, 页码: 21
作者:  Tang, Shuyuan;  Zhou, Yiqing;  Li, Jintao;  Liu, Chang;  Shi, Jinglin
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
pedestrian detection  computer vision  attention-guided feature enhancement  convolutional neural network  
Comprehensive Collection of Whole-Slide Images and Genomic Profiles for Patients with Bladder Cancer 期刊论文
SCIENTIFIC DATA, 2024, 卷号: 11, 期号: 1, 页码: 8
作者:  Xu, Pei-Hang;  Li, Tianqi;  Qu, Fengmei;  Tian, Mingkang;  Wang, Jun;  Gan, Hualei;  Ye, Dingwei;  Ren, Fei;  Shen, Yijun
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
An adaptive joint optimization framework for pruning and quantization 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 17
作者:  Li, Xiaohai;  Yang, Xiaodong;  Zhang, Yingwei;  Yang, Jianrong;  Chen, Yiqiang
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Model compression  Network pruning  Quantization  Mutual learning  Multi-teacher knowledge distillation  
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:11/0  |  提交时间:2024/05/20
Multimodal  physiological signal  graph neural network  emotion state recognition  ubiquitous computing  
Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 1, 页码: 30
作者:  Ma, Shuo;  Zhang, Yingwei;  Chen, Yiqiang;  Xie, Tao;  Song, Shuchao;  Jia, Ziyu
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
physiological signal  time-series signal  sleep stage classification  domain generalization  subject independent  
Progressive Depth Decoupling and Modulating for Flexible Depth Completion 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 16
作者:  Yang, Zhiwen;  Zhang, Jiehua;  Li, Liang;  Yan, Chenggang;  Sun, Yaoqi;  Yin, Haibing
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Accuracy  Decoding  Transformers  Three-dimensional displays  Task analysis  Estimation  Research and development  Adaptive depth modulating  depth completion  depth discretization  incremental depth decoupling  
Adaptive Memory Networks With Self-Supervised Learning for Unsupervised Anomaly Detection 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 卷号: 35, 期号: 12, 页码: 12068-12080
作者:  Zhang, Yuxin;  Wang, Jindong;  Chen, Yiqiang;  Yu, Han;  Qin, Tao
收藏  |  浏览/下载:12/0  |  提交时间:2024/05/20
Unsupervised anomaly detection  time series  self-supervised learning  memory network  
Statistical Modeling of Soft Error Influence on Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 11, 页码: 4152-4163
作者:  Huang, Haitong;  Xue, Xinghua;  Liu, Cheng;  Wang, Ying;  Luo, Tao;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:11/0  |  提交时间:2024/05/20
Fault analysis  fault simulation  neural network (NN) reliability  statistical fault modeling