Prototype Relationship Optimization Network for Few-Shot Learning

被引:0
|
作者
Wang, Dengzhong [1 ,2 ]
Zhong, Yuan [3 ]
Ma, Yunfei [4 ]
Guo, Chunsheng [3 ]
机构
[1] Intelligent Transportation Research Institute, Zhejiang Scientific Research Institute of Transport, Hangzhou, China
[2] Planning and Consulting Department, Zhejiang Highway and Waterway Engineering Consulting Group Co. LTD, Hangzhou, China
[3] School of Communication Engineering, Hangzhou Dianzi University, Hangzhou, China
[4] Scientific and Technical Information Department, Yiwu Highway and Transportation Management Center, Yiwu, China
关键词
1101.2; -; 1105;
D O I
暂无
中图分类号
学科分类号
摘要
Zero-shot learning
引用
收藏
相关论文
共 50 条
  • [1] Prototype Relationship Optimization Network for Few-Shot Learning
    Wang, Dengzhong
    Zhong, Yuan
    Ma, Yunfei
    Guo, Chunsheng
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2025, 20 (03) : 405 - 414
  • [2] Prototype Completion for Few-Shot Learning
    Zhang, Baoquan
    Li, Xutao
    Ye, Yunming
    Feng, Shanshan
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 45 (10) : 12250 - 12268
  • [3] MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning
    Zhang, Baoquan
    Li, Xutao
    Feng, Shanshan
    Ye, Yunming
    Ye, Rui
    THIRTY-SIXTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FOURTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE / TWELVETH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2022, : 9014 - 9021
  • [4] Prototype Reinforcement for Few-Shot Learning
    Xu, Liheng
    Xie, Qian
    Jiang, Baoqing
    Zhang, Jiashuo
    2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 4912 - 4916
  • [5] Mutual Learning Prototype Network for Few-Shot Text Classification
    Liu, Jun
    Qin, Xiaorui
    Tao, Jian
    Dong, Hongfei
    Li, Xiaoxu
    Beijing Youdian Daxue Xuebao/Journal of Beijing University of Posts and Telecommunications, 2024, 47 (03): : 30 - 35
  • [6] Intermediate prototype network for few-shot segmentation
    Luo, Xiaoliu
    Duan, Zhao
    Zhang, Taiping
    SIGNAL PROCESSING, 2023, 203
  • [7] Few-shot learning with representative global prototype
    Liu, Yukun
    Shi, Daming
    Lin, Hexiu
    NEURAL NETWORKS, 2024, 180
  • [8] Contrastive prototype network with prototype augmentation for few-shot classification
    Jiang, Mengjuan
    Fan, Jiaqing
    He, Jiangzhen
    Du, Weidong
    Wang, Yansong
    Li, Fanzhang
    INFORMATION SCIENCES, 2025, 686
  • [9] Few-shot EEG sleep staging based on transductive prototype optimization network
    Li, Jingcong
    Wu, Chaohuang
    Pan, Jiahui
    Wang, Fei
    FRONTIERS IN NEUROINFORMATICS, 2023, 17
  • [10] Contrastive prototype loss based discriminative feature network for few-shot learning
    Yan, Leilei
    He, Feihong
    Zheng, Xiaohan
    Zhang, Li
    Zhang, Yiqi
    He, Jiangzhen
    Du, Weidong
    Wang, Yansong
    Li, Fanzhang
    APPLIED INTELLIGENCE, 2025, 55 (05)