Learning with noisy labels for robust fatigue detection

被引：0
|
作者：
Wang, Mei [1 ,2 ]
Hu, Ruimin [1 ,2 ,3 ]
Zhu, Xiaojie [4 ]
Zhu, Dongliang [1 ,2 ]
Wang, Xiaochen [1 ,2 ]
机构：
[1] National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University, Whuhan,430072, China
[2] Hubei Key Laboratory of Multimedia and Network Communication Engineering, Wuhan University, Whuhan,430072, China
[3] School of Cyber Science and Engineering, Wuhan University, Whuhan,430072, China
[4] Cyberspace Security Laboratory, School of Network and Information Security, Xidian University, Xi'an,710100, China
来源：
Knowledge-Based Systems | 2024年 / 300卷
关键词：
D O I：
10.1016/j.knosys.2024.112199
中图分类号：
学科分类号：
摘要：
Learning systems
引用
收藏
相关论文
共 50 条
  • [1] Robust Federated Learning With Noisy Labels
    Yang, Seunghan
    Park, Hyoungseob
    Byun, Junyoung
    Kim, Changick
    [J]. IEEE INTELLIGENT SYSTEMS, 2022, 37 (02) : 35 - 43
  • [2] Robust Collaborative Learning with Noisy Labels
    Sun, Mengying
    Xing, Jing
    Chen, Bin
    Zhou, Jiayu
    [J]. 20TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2020), 2020, : 1274 - 1279
  • [3] Learning to rectify for robust learning with noisy labels
    Sun, Haoliang
    Guo, Chenhui
    Wei, Qi
    Han, Zhongyi
    Yin, Yilong
    [J]. PATTERN RECOGNITION, 2022, 124
  • [4] ROBUST FEATURE LEARNING AGAINST NOISY LABELS
    Tai, Tsung-Ming
    Jhang, Yun-Jie
    Hwang, Wen-Jyi
    [J]. 2023 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2023, : 2235 - 2239
  • [5] Penalty based robust learning with noisy labels
    Kong, Kyeongbo
    Lee, Junggi
    Kwak, Youngchul
    Cho, Young-Rae
    Kim, Seong-Eun
    Song, Woo-Jin
    [J]. NEUROCOMPUTING, 2022, 489 : 112 - 127
  • [6] Learning with Noisy Labels for Robust Point Cloud Segmentation
    Ye, Shuquan
    Chen, Dongdong
    Han, Songfang
    Liao, Jing
    [J]. 2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2021), 2021, : 6423 - 6432
  • [7] Symmetric Cross Entropy for Robust Learning with Noisy Labels
    Wang, Yisen
    Ma, Xingjun
    Chen, Zaiyi
    Luo, Yuan
    Yi, Jinfeng
    Bailey, James
    [J]. 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2019), 2019, : 322 - 330
  • [8] Learning from Noisy Complementary Labels with Robust Loss Functions
    Ishiguro, Hiroki
    Ishida, Takashi
    Sugiyama, Masashi
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2022, E105D (02) : 364 - 376
  • [9] Towards Robust Learning with Noisy and Pseudo Labels for Text Classification
    Wen, Murtadha Ahmeda Bo
    Ao, Luo
    Pan, Shengfeng
    Su, Jianlin
    Cao, Xinxin
    Liu, Yunfeng
    [J]. INFORMATION SCIENCES, 2024, 661
  • [10] Towards harnessing feature embedding for robust learning with noisy labels
    Zhang, Chuang
    Shen, Li
    Yang, Jian
    Gong, Chen
    [J]. MACHINE LEARNING, 2022, 111 (09) : 3181 - 3201
12345