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基于视觉和语义特征增强的零样本学习研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  贾真
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零样本学习  图像物体分类  深度学习  卷积神经网络  多模态知识迁移  跨模态映射  
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
Authors:  Jia, Zhen;  Zhang, Zhang;  Wang, Liang;  Shan, Caifeng;  Tan, Tieniu
View  |  Adobe PDF(3428Kb)  |  Favorite  |  View/Download:35/2  |  Submit date: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  
Deep Semantic Structural Constraints for Zero-Shot Learning 会议论文
, New Orleans, Louisiana, USA, 2018.2.2-2018.2.7
Authors:  Li Y(李岩);  Jia Z(贾真);  Zhang JG(张俊格);  Huang KQ(黄凯奇);  Tan TN(谭铁牛)
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Encyclopedia Enhanced Semantic Embedding for Zero-Shot Learning 会议论文
, Beijing, China, 2017 September 17th-20th
Authors:  Jia, Zhen;  Zhang, Junge;  Huang, Kaiqi;  Tan, Tieniu
View  |  Adobe PDF(518Kb)  |  Favorite  |  View/Download:150/29  |  Submit date:2018/01/03
Zero-shot Learning  Image Classification