Cross Knowledge-based Generative Zero-Shot Learning approach with Taxonomy Regularization

被引：0
|
作者：
Xie, Cheng [1 ]
Xiang, Hongxin [1 ]
Zeng, Ting [1 ]
Yang, Yun [1 ,2 ]
Yu, Beibei [1 ]
Liu, Qing [1 ]
机构：
[1] National Pilot School of Software, Yunnan University, Kunming,650091, China
[2] Kunming Key Laboratory of Data Science and Intelligent Computing, Kunming,650500, China
来源：
Neural Networks | 2021年 / 139卷
基金：
中国国家自然科学基金;
关键词：
Image enhancement - Zero-shot learning - Knowledge engineering - Generative adversarial networks - Taxonomies - Semantics;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：168 / 178
相关论文
共 50 条
  • [1] Cross Knowledge-based Generative Zero-Shot Learning approach with Taxonomy Regularization
    Xie, Cheng
    Xiang, Hongxin
    Zeng, Ting
    Yang, Yun
    Yu, Beibei
    Liu, Qing
    NEURAL NETWORKS, 2021, 139 : 168 - 178
  • [2] Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs
    Qin, Pengda
    Wang, Xin
    Chen, Wenhu
    Zhang, Chunyun
    Xu, Weiran
    Wang, William Yang
    THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 34 : 8673 - 8680
  • [3] Cross-class generative network for zero-shot learning
    Liu, Jinlu
    Zhang, Zhaocheng
    Yang, Gang
    INFORMATION SCIENCES, 2021, 555 : 147 - 163
  • [4] Survey on Knowledge-based Zero-shot Visual Recognition
    Feng Y.-G.
    Yu J.
    Sang J.-T.
    Yang P.-B.
    Ruan Jian Xue Bao/Journal of Software, 2021, 32 (02): : 370 - 405
  • [5] Zero-Shot Learning Based on Knowledge Sharing
    Zeng, Ting
    Xiang, Hongxin
    Xie, Cheng
    Yang, Yun
    Liu, Qing
    PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2021, : 643 - 648
  • [6] Bidirectional generative transductive zero-shot learning
    Li, Xinpeng
    Zhang, Dan
    Ye, Mao
    Li, Xue
    Dou, Qiang
    Lv, Qiao
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (10): : 5313 - 5326
  • [7] A Joint Generative Model for Zero-Shot Learning
    Gao, Rui
    Hou, Xingsong
    Qin, Jie
    Liu, Li
    Zhu, Fan
    Zhang, Zhao
    COMPUTER VISION - ECCV 2018 WORKSHOPS, PT IV, 2019, 11132 : 631 - 646
  • [8] Zero-Shot Learning: An Energy based Approach
    Zhao, Tianxiang
    Liu, Guiquan
    Wu, Le
    Ma, Chao
    Chen, Enhong
    2018 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2018, : 797 - 806
  • [9] Generative Mixup Networks for Zero-Shot Learning
    Xu, Bingrong
    Zeng, Zhigang
    Lian, Cheng
    Ding, Zhengming
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022,
  • [10] Bidirectional generative transductive zero-shot learning
    Xinpeng Li
    Dan Zhang
    Mao Ye
    Xue Li
    Qiang Dou
    Qiao Lv
    Neural Computing and Applications, 2021, 33 : 5313 - 5326
12345