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资助项目:National Natural Science Foundation of China[61832002]
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Weakly-Supervised Video Object Grounding Via Learning Uni-Modal Associations
期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 25, 页码: 1-12
作者:
Wang, Wei
;
Gao, Junyu
;
Xu, Changsheng
Adobe PDF(5406Kb)
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浏览/下载:151/45
  |  
提交时间:2023/04/25
Visualization
Grounding
Task analysis
Prototypes
Annotations
Uncertainty
Proposals
Cross-modal retrieval
weakly-supervised learning
video object grounding
uni-modal association
Learning Semantic-Aware Spatial-Temporal Attention for Interpretable Action Recognition
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 8, 页码: 5213-5224
作者:
Fu, Jie
;
Gao, Junyu
;
Xu, Changsheng
收藏
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浏览/下载:399/0
  |  
提交时间:2022/09/19
Visualization
Semantics
Task analysis
Three-dimensional displays
Feature extraction
Solid modeling
Predictive models
Semantic-aware
spatial-temporal attention
interpretable
action recognition
Explicit Cross-Modal Representation Learning for Visual Commonsense Reasoning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 2986-2997
作者:
Zhang, Xi
;
Zhang, Feifei
;
Xu, Changsheng
Adobe PDF(5681Kb)
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浏览/下载:437/8
  |  
提交时间:2022/07/25
Cognition
Video recording
Syntactics
Visualization
Task analysis
Semantics
Linguistics
Visual Commonsense Reasoning
explicit reasoning
syntactic structure
interpretability
Multi-Object Tracking With Spatial-Temporal Topology-Based Detector
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 5, 页码: 3023-3035
作者:
You, Sisi
;
Yao, Hantao
;
Xu, Changsheng
收藏
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浏览/下载:296/0
  |  
提交时间:2022/06/10
Target tracking
Topology
Tracking
Detectors
Visualization
Trajectory
Proposals
Multi-object tracking
spatial-temporal topology-based detector
spatial topology constraint
temporal topology constraint
Margin-Based Adversarial Joint Alignment Domain Adaptation
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 4, 页码: 2057-2067
作者:
Zuo, Yukun
;
Yao, Hantao
;
Zhuang, Liansheng
;
Xu, Changsheng
收藏
  |  
浏览/下载:316/0
  |  
提交时间:2022/06/10
Feature extraction
Adaptation models
Image reconstruction
Generative adversarial networks
Semisupervised learning
Data models
Training
Domain adaptation
joint alignment module
margin-based generative module
Learning Video Moment Retrieval Without a Single Annotated Video
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 3, 页码: 1646-1657
作者:
Gao, Junyu
;
Xu, Changsheng
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浏览/下载:243/0
  |  
提交时间:2022/06/06
Visualization
Task analysis
Generators
Training
Graph neural networks
Semantics
Detectors
Video moment retrieval
graph neural network
unpaired learning
Joint Expression Synthesis and Representation Learning for Facial Expression Recognition
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 3, 页码: 1681-1695
作者:
Zhang, Xi
;
Zhang, Feifei
;
Xu, Changsheng
Adobe PDF(4827Kb)
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收藏
  |  
浏览/下载:287/9
  |  
提交时间:2022/06/06
Face recognition
Task analysis
Generative adversarial networks
Image synthesis
Image recognition
Faces
Training
Facial expression recognition
facial image synthesis
generative adversarial network
representation learning
Heterogeneous Hierarchical Feature Aggregation Network for Personalized Micro-Video Recommendation
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 805-818
作者:
Cai, Desheng
;
Qian, Shengsheng
;
Fang, Quan
;
Xu, Changsheng
收藏
  |  
浏览/下载:305/0
  |  
提交时间:2022/06/06
Graph neural networks
Task analysis
Semantics
Aggregates
Data structures
Collaboration
Visualization
Heterogeneous graph
micro-video recommendation
multi-modal
Learning Dual-Pooling Graph Neural Networks for Few-Shot Video Classification
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 4285-4296
作者:
Hu, Yufan
;
Gao, Junyu
;
Xu, Changsheng
收藏
  |  
浏览/下载:188/0
  |  
提交时间:2021/12/28
Task analysis
Feature extraction
Training
Testing
Streaming media
Data models
Semantics
Few-shot learning
graph neural networks
video classification
Learning to Model Relationships for Zero-Shot Video Classification
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 10, 页码: 3476-3491
作者:
Gao, Junyu
;
Zhang, Tianzhu
;
Xu, Changsheng
收藏
  |  
浏览/下载:294/0
  |  
提交时间:2021/11/04
Zero-shot video classification
graph neural networks
zero-shot learning
deep attention model