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Cross-domain few-shot learning approach for lithium-ion battery surface defects classification using an improved siamese network 期刊论文
IEEE SENSORS JOURNAL, 2022, 页码: 1-1
作者:  Wu, Ke;  Tan, Jie;  Liu, Cheng Bao
Adobe PDF(5175Kb)  |  收藏  |  浏览/下载:297/115  |  提交时间:2022/06/14
Few-shot Learning  3D measurement  defect detection  image classification  
Structural Attention Enhanced Continual Meta-Learning for Graph Edge Labeling Based Few-Shot Remote Sensing Scene Classification 期刊论文
Remote Sensing, 2022, 期号: 14, 页码: 485
作者:  Li FM(李非墨);  Li SB(李帅博);  Fan XX(樊鑫鑫);  Li X(李雄);  Chang HX(常红星)
Adobe PDF(2512Kb)  |  收藏  |  浏览/下载:187/51  |  提交时间:2022/04/06
remote sensing scene classification  few shot learning  continual meta-learning  graph transformer  
Learning to Model Relationships for Zero-Shot Video Classification 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 10, 页码: 3476-3491
作者:  Gao, Junyu;  Zhang, Tianzhu;  Xu, Changsheng
收藏  |  浏览/下载:234/0  |  提交时间:2021/11/04
Zero-shot video classification  graph neural networks  zero-shot learning  deep attention model  
Meta-Prototypical Learning for Domain-Agnostic Few-Shot Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 1-7
作者:  Wang RQ(王瑞琪);  Zhang XY(张煦尧);  Liu CL(刘成林)
Adobe PDF(1403Kb)  |  收藏  |  浏览/下载:224/46  |  提交时间:2022/01/27
domain-agnostic few-shot recognition  image classification  meta-learning  prototypical learning  
Learning Dual-Pooling Graph Neural Networks for Few-Shot Video Classification 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 4285-4296
作者:  Hu, Yufan;  Gao, Junyu;  Xu, Changsheng
收藏  |  浏览/下载:132/0  |  提交时间:2021/12/28
Task analysis  Feature extraction  Training  Testing  Streaming media  Data models  Semantics  Few-shot learning  graph neural networks  video classification  
CI-GNN: Building a Category-Instance Graph for Zero-Shot Video Classification 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3088-3100
作者:  Gao, Junyu;  Xu, Changsheng
收藏  |  浏览/下载:151/0  |  提交时间:2021/03/01
Semantics  Task analysis  Visualization  Training  Message passing  Pattern recognition  Neural networks  Zero-shot video classification  graph neural network  zero-shot learning  
Few-Shot Visual Classification Using Image Pairs With Binary Transformation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 9, 页码: 2867-2871
作者:  Zhang, Chunjie;  Li, Chenghua;  Cheng, Jian
收藏  |  浏览/下载:187/0  |  提交时间:2021/01/07
Training  Visualization  Testing  Correlation  Image representation  Automation  Convolutional neural networks  Few-shot classification  visual classification  image pair  binary transformation  object categorization  
Deep Unbiased Embedding Transfer for Zero-Shot Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 29, 页码: 1958-1971
作者:  Jia, Zhen;  Zhang, Zhang;  Wang, Liang;  Shan, Caifeng;  Tan, Tieniu
Adobe PDF(3428Kb)  |  收藏  |  浏览/下载:379/61  |  提交时间:2020/03/30
Visualization  Feature extraction  Semantics  Training  Seals  Prototypes  Indexes  Zero-shot learning  image classification  projection domain shift  convolutional neural network  generative adversarial network  
CAMHID: Camera Motion Histogram Descriptor and Its Application to Cinematographic Shot Classification 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2014, 卷号: 24, 期号: 10, 页码: 1682-1695
作者:  Hasan, Muhammad Abul;  Xu, Min;  He, Xiangjian;  Xu, Changsheng
收藏  |  浏览/下载:183/0  |  提交时间:2015/08/12
Motion Analysis  Singular Value Decomposition (Svd)  Video Shot Classification