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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
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Adobe PDF(1061Kb)
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View/Download:21/4
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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
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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
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Adobe PDF(3081Kb)
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View/Download:128/53
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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
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View/Download:34/10
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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
Adobe PDF(18854Kb)
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View/Download:84/3
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Submit date:2019/06/18
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)
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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
Adobe PDF(11312Kb)
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View/Download:73/1
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Submit date:2019/06/18
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
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Adobe PDF(2826Kb)
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View/Download:14/0
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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
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Adobe PDF(545Kb)
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View/Download:37/8
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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
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Adobe PDF(1387Kb)
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View/Download:41/24
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Submit date:2019/05/09
Poi
Sequential Preference
Spatial Preference
Non-linear