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Knowledge Commons of Institute of Automation,CAS
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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
Authors:
Xu, Yifan
;
Sheng, Kekai
;
Dong, Weiming
;
Wu, Baoyuan
;
Xu, Changsheng
;
Hu, Bao-Gang
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Submit date:2022/06/10
Domain adaptation
corruption robustness
transfer learning
Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 3, 页码: 18
Authors:
Li, Jinfeng
;
Liu, Weifeng
;
Zhou, Yicong
;
Yu, Jun
;
Tao, Dapeng
;
Xu, Changsheng
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View/Download:21/0
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Submit date:2022/06/10
Domain adaptation
domain-invariant graph
the Nystrom method
few labeled source samples
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
Authors:
You, Sisi
;
Yao, Hantao
;
Xu, Changsheng
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View/Download:17/0
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Submit date: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
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
Authors:
Zhang, Feifei
;
Xu, Mingliang
;
Xu, Changsheng
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View/Download:18/0
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Submit date:2022/06/10
Composing text and image to image retrieval
end-to-end
image generation
generative adversarial network
global-local
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
Authors:
Zuo, Yukun
;
Yao, Hantao
;
Zhuang, Liansheng
;
Xu, Changsheng
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Submit date: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 to Learn a Cold-start Sequential Recommender
期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2022, 卷号: 40, 期号: 2, 页码: 25
Authors:
Huang, Xiaowen
;
Sang, Jitao
;
Yu, Jian
;
Xu, Changsheng
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Submit date:2022/06/06
Cold-start recommendation
meta-learning
graph representation
sequential recommendation
A unified framework for multi-modal federated learning
期刊论文
NEUROCOMPUTING, 2022, 卷号: 480, 页码: 110-118
Authors:
Xiong, Baochen
;
Yang, Xiaoshan
;
Qi, Fan
;
Xu, Changsheng
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Submit date:2022/06/06
Multi-modal
Federated learning
Co-attention
基于多模态知识感知的医疗问答检索方法、系统、装置
专利
专利类型: 发明专利, 专利号: ZL201911103544.X, 申请日期: 2022-04-01,
Inventors:
徐常胜
;
张莹莹
;
钱胜胜
;
方全
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Submit date:2022/06/22
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
Authors:
Zhang, Xi
;
Zhang, Feifei
;
Xu, Changsheng
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Submit date: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
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
Authors:
Gao, Junyu
;
Xu, Changsheng
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View/Download:19/0
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Submit date:2022/06/06
Visualization
Task analysis
Generators
Training
Graph neural networks
Semantics
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Video moment retrieval
graph neural network
unpaired learning