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基于多视图深度学习的神经信息编解码研究 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:  杜长德
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深度学习  神经编解码  生成式模型  多视图学习  贝叶斯方法  
A2CMHNE: Attention-Aware Collaborative Multimodal Heterogeneous Network Embedding 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 2, 页码: 1-17
Authors:  Jun Hu;  Shengsheng Qian;  Quan Fang;  Xueliang Liu;  Changsheng Xu
View  |  Adobe PDF(4471Kb)  |  Favorite  |  View/Download:6/2  |  Submit date:2019/09/26
Network Embedding  Multimodal  Heterogeneous Network  
Doubly Semi-supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval 会议论文
, Shanghai, China, July 8-12, 2019
Authors:  Du Changde;  Du Changying;  He Huiguang
View  |  Adobe PDF(856Kb)  |  Favorite  |  View/Download:133/67  |  Submit date:2019/05/06
Fine-level semantic labeling of large-scale 3d model by active learning 会议论文
, Verona, Italy, 2018-9-5~8
Authors:  Zhou Y(周洋);  Shen SH(申抒含);  Hu ZY(胡占义)
View  |  Adobe PDF(5390Kb)  |  Favorite  |  View/Download:46/21  |  Submit date:2019/04/30
Semantic Labeling  Active Learning  Large Scale  
基于深度特征融合的图像分类方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2018
Authors:  李成华
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图像分类  深度卷积神经网络  特征融合  图像包网络  一致性融合  动态门控融合  
基于表示学习的人脸数据分析 学位论文
, 北京: 中国科学院研究生院, 2018
Authors:  王晓波
Adobe PDF(9710Kb)  |  Favorite  |  View/Download:87/3  |  Submit date:2018/05/31
人脸数据分析  人脸聚类  人脸识别  子空间聚类  字典学习  深度学习  
Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 2, 页码: 332-351
Authors:  Sun, Yunlian;  Zhang, Man;  Sun, Zhenan;  Tan, Tieniu
View  |  Adobe PDF(2995Kb)  |  Favorite  |  View/Download:190/85  |  Submit date:2017/09/16
Demographic Estimation  Biometrics  Human Age Estimation  Gender Classification  Race Recognition  
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data 会议论文
, Seoul, Republic of Korea, October 22--26, 2018
Authors:  Du Changde;  Du Changying;  Wang Hao;  Li Jinpeng;  Zheng Wei-Long;  Lu Bao-Liang;  He Huiguang
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Nonlinear Asymmetric Multi-Valued Hashing 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 期号: 0, 页码: 0
Authors:  Cheng DA;  Gaofeng MENG;  Shiming XIANG;  Kun Ding;  Shibiao XU;  Qing YANG;  Chunhong PAN
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Asymmetric Hashing  Multi-valued Embeddings  binary sparse representation  nonlinear transformation  
Unified subspace learning for incomplete and unlabeled multi-view data 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 67, 期号: 67, 页码: 313-327
Authors:  Yin, Qiyue;  Wu, Shu;  Wang, Liang
View  |  Adobe PDF(3777Kb)  |  Favorite  |  View/Download:184/103  |  Submit date:2017/05/10
Multi-view Learning  Subspace Learning  Incomplete And Unlabeled Data  Multi-view Clustering  Cross-modal Retrieval