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Adaptive Attention Annotation Model: Optimizing the Prediction Path Through Dependency Fusion 期刊论文
KSII Transactions on Internet and Information Systems, 2019, 期号: 9, 页码: 4665-4683
Authors:  Wang Fangxin(王方心);  Liu Jie;  Zhang Shuwu;  Zhang Guixuan;  Zheng Yang;  Li Xiaoqian;  Liang Wei;  Li Yuejun
View  |  Adobe PDF(1061Kb)  |  Favorite  |  View/Download:21/4  |  Submit date:2019/10/08
Image Annotation  Multiple Dependencies  Self-attention  Prediction Path  Triplet Margin Loss  
Simultaneous Subspace Clustering and Cluster Number Estimating Based on Triplet Relationship 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 8, 页码: 3973-3985
Authors:  Liang, Jie;  Yang, Jufeng;  Cheng, Ming-Ming;  Rosin, Paul L.;  Wang, Liang
Favorite  |  View/Download:6/0  |  Submit date:2019/09/30
Subspace clustering  triplet relationship  estimating the number of clusters  hyper-graph clustering  
Blind image quality assessment via learnable attention-based pooling 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
Authors:  Gu, Jie;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(3081Kb)  |  Favorite  |  View/Download:128/53  |  Submit date:2019/05/15
Image quality assessment  Perceptual image quality  Visual attention  Convolutional neural network  Learnable pooling  
Inductive Zero-Shot Image Annotation via Embedding Graph 期刊论文
IEEE Access, 2019, 卷号: 7, 期号: 0, 页码: 107816-107830
Authors:  Wang Fangxin(王方心);  Liu Jie;  Zhang Shuwu;  Zhang Guixuan;  Li Yuejun;  Yuan Fei
View  |  Adobe PDF(1472Kb)  |  Favorite  |  View/Download:34/10  |  Submit date:2019/10/08
Contextualized Word Embeddings  Graph Convolutional Network  Image Annotation  Node2vec  Zero-shot  
图像美学质量评估的方法与应用 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  盛柯恺
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图像美学质量评估  注意力机制  自监督学习  正则化策略  排序学习  深度学习  
多源气象大数据精准降水模型与算法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  唐永强
Adobe PDF(6468Kb)  |  Favorite  |  View/Download:40/2  |  Submit date:2019/06/20
精准降水,多源数据,连续条件随机场,多视角聚类,时间序列聚类  
融合多源数据的大规模场景三维重建方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  高翔
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基于图像的三维建模  航拍与地面图像融合  图像与激光数据融合  
Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 5, 页码: 996-1009
Authors:  Li, Haoran;  Zhu, Junnan;  Ma, Cong;  Zhang, Jiajun;  Zong, Chengqing
View  |  Adobe PDF(2826Kb)  |  Favorite  |  View/Download:14/0  |  Submit date:2019/07/12
Summarization  multimedia  multi-modal  cross-modal  natural language processing  computer vision  
A Hierarchical Contextual Attention-based Network for Sequential Recommendation 期刊论文
Neurocomputing, 2019, 期号: no, 页码: no
Authors:  Qiang Cui;  Shu Wu;  Yan Huang;  Liang Wang
View  |  Adobe PDF(545Kb)  |  Favorite  |  View/Download:37/8  |  Submit date:2019/05/09
Sequential Recommendation  Short-term Interest  Context  Attention Mechanism  Recurrent Neural Network  
Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction 会议论文
, Macau SAR, China, 14-17 April 2019
Authors:  Qiang Cui;  Yuyuan Tang;  Shu Wu;  Liang Wang
View  |  Adobe PDF(1387Kb)  |  Favorite  |  View/Download:41/24  |  Submit date:2019/05/09
Poi  Sequential Preference  Spatial Preference  Non-linear