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不同样本环境下的图像标注关键技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  王方心
Adobe PDF(7308Kb)  |  Favorite  |  View/Download:18/1  |  Submit date:2019/12/31
图像标注  预测路径  零样本  领域漂移  词向量语境化  
Adaptive Attention Annotation Model: Optimizing the Prediction Path through Dependency Fusion 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2019, 卷号: 13, 期号: 9, 页码: 4665-4683
Authors:  Wang, Fangxin;  Liu, Jie;  Zhang, Shuwu;  Zhang, Guixuan;  Zheng, Yang;  Li, Xiaoqian;  Liang, Wei;  Li, Yuejun
View  |  Adobe PDF(1061Kb)  |  Favorite  |  View/Download:39/4  |  Submit date:2019/10/08
image annotation  multiple dependencies  self-attention  prediction path  Triplet Margin loss  
Inductive Zero-Shot Image Annotation via Embedding Graph 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 107816-107830
Authors:  Wang, Fangxin;  Liu, Jie;  Zhang, Shuwu;  Zhang, Guixuan;  Li, Yuejun;  Yuan, Fei
View  |  Adobe PDF(1472Kb)  |  Favorite  |  View/Download:48/12  |  Submit date:2019/10/08
Contextualized word embeddings  graph convolutional network  image annotation  Node2Vec  zero-shot  
Image Annotation through Adaptive Dependency Fusion 会议论文
, 苏州, 2018-12
Authors:  Wang Fangxin(王方心);  Liu Jie;  Zhang Shuwu;  Zhang Guixuan;  Zheng Yang;  Li Xiaoqian
View  |  Adobe PDF(503Kb)  |  Favorite  |  View/Download:24/4  |  Submit date:2019/10/08
Image Annotation  Multiple Dependencies  End-to-end  Prediction Path  
Region based Image Retrieval with Query-Adaptive Feature Fusion 会议论文
, CNCC, Beijing, China, 17-20 September 2017
Authors:  Zhang, Guixuan;  Zhang, Shuwu;  Zeng, Zhi;  Guan, Hu;  Wang, Fangxin
View  |  Adobe PDF(4449Kb)  |  Favorite  |  View/Download:150/31  |  Submit date:2017/09/20
Image Retrieval  Convolutional Neural Networks  Fisher Vector  Feature Fusion