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发表日期:2022
资助机构:National Key Research and Development Program of China
资助项目:National Natural Science Foundation of China[U1705262]
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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:434/8
  |  
提交时间:2022/07/25
Cognition
Video recording
Syntactics
Visualization
Task analysis
Semantics
Linguistics
Visual Commonsense Reasoning
explicit reasoning
syntactic structure
interpretability
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)
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浏览/下载:393/78
  |  
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
Weakly-Supervised Facial Expression Recognition in the Wild With Noisy Data
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 1800-1814
作者:
Zhang, Feifei
;
Xu, Mingliang
;
Xu, Changsheng
收藏
  |  
浏览/下载:277/0
  |  
提交时间:2022/06/10
Noise measurement
Face recognition
Data models
Task analysis
Training data
Training
Annotations
Facial expression recognition
noisy labeled data
clean labels
end-to-end
pose modeling
noise modeling
Attribute-Induced Bias Eliminating for Transductive Zero-Shot Learning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 1933-1942
作者:
Yao, Hantao
;
Min, Shaobo
;
Zhang, Yongdong
;
Xu, Changsheng
收藏
  |  
浏览/下载:255/0
  |  
提交时间:2022/06/10
Semantics
Visualization
Bridges
Training
Knowledge transfer
Image recognition
Topology
Transductive Zero-Shot Learning
Graph Attribute Embedding
Attribute-Induced Bias Eliminating
Semantic-Visual Alignment
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:243/0
  |  
提交时间:2022/06/10
Composing text and image to image retrieval
end-to-end
image generation
generative adversarial network
global-local
Towards a multimodal human activity dataset for healthcare
期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 13
作者:
Hu, Menghao
;
Luo, Mingxuan
;
Huang, Menghua
;
Meng, Wenhua
;
Xiong, Baochen
;
Yang, Xiaoshan
;
Sang, Jitao
收藏
  |  
浏览/下载:253/0
  |  
提交时间:2022/06/06
Human activity recognition
Multimodal fusion
Wearable devices
Healthcare
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:285/9
  |  
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
A unified framework for multi-modal federated learning
期刊论文
NEUROCOMPUTING, 2022, 卷号: 480, 页码: 110-118
作者:
Xiong, Baochen
;
Yang, Xiaoshan
;
Qi, Fan
;
Xu, Changsheng
收藏
  |  
浏览/下载:287/0
  |  
提交时间:2022/06/06
Multi-modal
Federated learning
Co-attention
Seek Common Ground While Reserving Differences: A Model-Agnostic Module for Noisy Domain Adaptation
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 1020-1030
作者:
Zuo, Yukun
;
Yao, Hantao
;
Zhuang, Liansheng
;
Xu, Changsheng
收藏
  |  
浏览/下载:248/0
  |  
提交时间:2022/06/06
Noise measurement
Adaptation models
Predictive models
Reliability
Task analysis
Standards
Data models
Noisy domain adaptation
Seek common ground component
Reserve differences component
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:302/0
  |  
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