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MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12
作者:  Chen, Yiqiang;  Lu, Wang;  Qin, Xin;  Wang, Jindong;  Xie, Xing
收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04
Federated learning (FL)  healthcare  knowledge distillation (KD)  personalization  transfer learning  
Dataset Bias in Few-Shot Image Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 229-246
作者:  Jiang, Shuqiang;  Zhu, Yaohui;  Liu, Chenlong;  Song, Xinhang;  Li, Xiangyang;  Min, Weiqing
收藏  |  浏览/下载：20/0  |  提交时间：2023/07/12
Dataset bias  few-shot image recognition  knowledge transfer  meta-learning  
Refined Knowledge Transfer for Language-Based Person Search 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 9315-9329
作者:  Wu, Ziqiang;  Ma, Bingpeng;  Chang, Hong;  Shan, Shiguang
收藏  |  浏览/下载：8/0  |  提交时间：2024/05/20
Language-based person search  knowledge enhancement  knowledge enhancement  cross-modal knowledge transfer  intra-modal knowledge transfer  intra-modal knowledge transfer  knowledge refiner  
Zero-Shot Embedding via Regularization-Based Recollection and Residual Familiarity Processes 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 18
作者:  Lyu, Mengyao;  Han, Hu;  Bai, Xiangzhi
收藏  |  浏览/下载：36/0  |  提交时间：2022/06/21
Embedding-based method  image classification  knowledge transfer  zero-shot learning (ZSL)  
Toward data-efficient learning: A benchmark for COVID-19 CT lung and infection segmentation 期刊论文
MEDICAL PHYSICS, 2021, 页码: 14
作者:  Ma, Jun;  Wang, Yixin;  An, Xingle;  Ge, Cheng;  Yu, Ziqi;  Chen, Jianan;  Zhu, Qiongjie;  Dong, Guoqiang;  He, Jian;  He, Zhiqiang;  Cao, Tianjia;  Zhu, Yuntao;  Nie, Ziwei;  Yang, Xiaoping
收藏  |  浏览/下载：53/0  |  提交时间：2021/12/01
COVID‐  19 CT  domain generalization  few‐  shot learning  knowledge transfer  lung and infection segmentation  
A deep neural network compression algorithm based on knowledge transfer for edge devices 期刊论文
COMPUTER COMMUNICATIONS, 2020, 卷号: 163, 页码: 186-194
作者:  Chen, Yanming;  Li, Chao;  Gong, Luqi;  Wen, Xiang;  Zhang, Yiwen;  Shi, Weisong
收藏  |  浏览/下载：346/0  |  提交时间：2020/12/10
Edge device  Deep learning  Neural network compression  Knowledge transfer  
Softly Associative Transfer Learning for Cross-Domain Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 11, 页码: 4709-4721
作者:  Wang, Deqing;  Lu, Chenwei;  Wu, Junjie;  Liu, Hongfu;  Zhang, Wenjie;  Zhuang, Fuzhen;  Zhang, Hui
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Task analysis  Knowledge transfer  Matrix decomposition  Bridges  Optimization  Data models  Feature extraction  Cross-domain text classification  non-negative matrix tri-factorizations (NMTFs)  softly associative transfer learning (sa-TL)  
Hierarchy-Dependent Cross-Platform Multi-View Feature Learning for Venue Category Prediction 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 6, 页码: 1609-1619
作者:  Jiang, Shuqiang;  Min, Weiqing;  Mei, Shuhuan
收藏  |  浏览/下载：81/0  |  提交时间：2019/08/16
Feature extraction  knowledge transfer  supervised learning  video signal processing  Web 2.0