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FedCRAC: Improving Federated Classification Performance on Long-Tailed Data via Classifier Representation Adjustment and Calibration 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 1, 页码: 482-499
作者:  Li, Xujing;  Sun, Sheng;  Liu, Min;  Ren, Ju;  Jiang, Xuefeng;  He, Tianliu
收藏  |  浏览/下载:0/0  |  提交时间:2025/06/25
Tail  Data models  Training  Computational modeling  Servers  Accuracy  Feature extraction  Data heterogeneity  federated learning  long-tailed data  representation alignment  
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 34
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Zhang, Junbo;  Li, Zeju;  Liu, Qingxiang
收藏  |  浏览/下载:21/0  |  提交时间:2024/12/06
Federated learning  knowledge distillation  proxy-data-free  model heterogeneity  
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 11, 页码: 2597-2609
作者:  Han, Hu;  Jain, Anil K.;  Wang, Fang;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载:99/0  |  提交时间:2019/12/10
Face recognition  heterogeneous attribute estimation  attribute correlation  attribute heterogeneity  multi-task learning  
CoreRank: Redeeming "Sick Silicon" by Dynamically Quantifying Core-Level Healthy Condition 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2016, 卷号: 65, 期号: 3, 页码: 716-729
作者:  Yan, Guihai;  Sun, Faqiang;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:57/0  |  提交时间:2019/12/13
Reliability  heterogeneity  healthy condition  manycore processor  
A local-optimization refinement algorithm in single particle analysis for macromolecular complex with multiple rigid modules 期刊论文
PROTEIN & CELL, 2016, 卷号: 7, 期号: 1, 页码: 46-62
作者:  Shan, Hong;  Wang, Zihao;  Zhang, Fa;  Xiong, Yong;  Yin, Chang-Cheng;  Sun, Fei
收藏  |  浏览/下载:72/0  |  提交时间:2019/12/13
cryo-electron microscopy  single particle analysis  conformational heterogeneity  rigid module  local optimization refinement