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资助项目:National Natural Science Foundation of China[61720106006]
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Multi-Source Knowledge Reasoning Graph Network for Multi-Modal Commonsense Inference
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2023, 卷号: 19, 期号: 4, 页码: 17
作者:
Ma, Xuan
;
Yang, Xiaoshan
;
Xu, Changsheng
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2023/11/17
Knowledge reasoning
multi-modal commonsense inference
graph neural network
Towards Corruption-Agnostic Robust Domain Adaptation
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 4, 页码: 16
作者:
Xu, Yifan
;
Sheng, Kekai
;
Dong, Weiming
;
Wu, Baoyuan
;
Xu, Changsheng
;
Hu, Bao-Gang
Adobe PDF(2116Kb)
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浏览/下载:363/81
  |  
提交时间:2022/06/10
Domain adaptation
corruption robustness
transfer learning
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
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  |  
浏览/下载:237/0
  |  
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
Tell, Imagine, and Search: End-to-end Learning for Composing Text and Image to Image Retrieval
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 2, 页码: 23
作者:
Zhang, Feifei
;
Xu, Mingliang
;
Xu, Changsheng
收藏
  |  
浏览/下载:193/0
  |  
提交时间:2022/06/10
Composing text and image to image retrieval
end-to-end
image generation
generative adversarial network
global-local
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
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  |  
浏览/下载:233/0
  |  
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
Multi-Modal Meta Multi-Task Learning for Social Media Rumor Detection
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 1449-1459
作者:
Zhang, Huaiwen
;
Qian, Shengsheng
;
Fang, Quan
;
Xu, Changsheng
收藏
  |  
浏览/下载:213/0
  |  
提交时间:2022/06/10
Task analysis
Social networking (online)
Feature extraction
Learning systems
Semantics
Media
Blogs
Meta learning
multi-modal
multi-task learning
rumor detection
social media
Geometry Sensitive Cross-Modal Reasoning for Composed Query Based Image Retrieval
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 1000-1011
作者:
Zhang, Feifei
;
Xu, Mingliang
;
Xu, Changsheng
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  |  
浏览/下载:210/0
  |  
提交时间:2022/02/16
Visualization
Image retrieval
Semantics
Cognition
Geometry
Task analysis
Electronic mail
Composed query based image retrieval
semantic gap
spatial structure
inter-modal attention
text-guided visual reasoning
Holographic Feature Learning of Egocentric-Exocentric Videos for Multi-Domain Action Recognition
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 2273-2286
作者:
Huang, Yi
;
Yang, Xiaoshan
;
Gao, Junyun
;
Xu, Changsheng
Adobe PDF(2409Kb)
  |  
收藏
  |  
浏览/下载:278/61
  |  
提交时间:2022/07/25
Videos
Feature extraction
Visualization
Task analysis
Computational modeling
Target recognition
Prototypes
Egocentric videos
exocentric videos
holographic feature
multi-domain
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
收藏
  |  
浏览/下载:253/0
  |  
提交时间:2022/07/25
Cognition
Video recording
Syntactics
Visualization
Task analysis
Semantics
Linguistics
Visual Commonsense Reasoning
explicit reasoning
syntactic structure
interpretability
SAN: Selective Alignment Network for Cross-Domain Pedestrian Detection
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 2155-2167
作者:
Jiao, Yifan
;
Yao, Hantao
;
Xu, Changsheng
收藏
  |  
浏览/下载:219/0
  |  
提交时间:2021/03/15
Proposals
Feature extraction
Detectors
Visualization
Training
Image color analysis
Adaptation models
Cross-domain pedestrian detection
instance-level adaptation network
image-level adaptation network
pedestrian detection