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Knowledge Commons of Institute of Automation,CAS
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Multimodal deep generative adversarial models for scalable doubly semi-supervised learning
期刊论文
INFORMATION FUSION, 2021, 卷号: 68, 页码: 118-130
Authors:
Du, Changde
;
Du, Changying
;
He, Huiguang
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View/Download:4/0
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Submit date:2021/03/29
Multiview learning
Multimodal fusion
Generative adversarial networks
Deep generative models
Semi-supervised learning
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning
期刊论文
INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1025-1044
Authors:
Li, Dan
;
Du, Changde
;
Wang, Shengpei
;
Wang, Haibao
;
He, Huiguang
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View/Download:27/0
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Submit date:2021/03/02
Data augmentation
Semantic decoding
Multi-view adversarial learning
Sparse reconstruction relation
The effect of endothelial progenitor cell transplantation on neointimal hyperplasia and reendothelialisation after balloon catheter injury in rat carotid arteries
期刊论文
Stem Cell Research & Therapy, 2021, 卷号: 12, 期号: 1, 页码: 12
Authors:
Wang,Wei
;
Zhang,Yingqian
;
Hui,Hui
;
Tong,Wei
;
Wei,Zechen
;
Li,Zhongxuan
;
Zhang,Suhui
;
Yang,Xin
;
Tian,Jie
;
Chen,Yundai
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View/Download:12/0
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Submit date:2021/02/18
Endothelial progenitor cells
Reendothelialisation
Neointimal hyperplasia
Angioplasty
Light-sheet fluorescence microscopy
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
Authors:
Wang, Yixin
;
Qiu, Shuang
;
Ma, Xuelin
;
He, Huiguang
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View/Download:23/4
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Submit date:2021/01/06
EEG
Emotion recognition
Domain adaptation
SPD matrix
Riemannian manifold
Prototype learning
Adaptive optical focusing through perturbed scattering media with a dynamic mutation algorithm
期刊论文
PHOTONICS RESEARCH, 2021, 卷号: 9, 期号: 2, 页码: 202-212
Authors:
Li, Huanhao
;
Woo, Chi Man
;
Zhong, Tianting
;
Yu, Zhipeng
;
Luo, Yunqi
;
Zheng, Yuanjin
;
Yang, Xin
;
Hui, Hui
;
Lai, Puxiang
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Submit date:2021/04/06
A Virtual-Real Interaction Approach to Object Instance Segmentation in Traffic Scenes
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 22, 期号: 2, 页码: 863-875
Authors:
Zhang, Hui
;
Luo, Guiyang
;
Tian, Yonglin
;
Wang, Kunfeng
;
He, Haibo
;
Wang, Fei-Yue
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Submit date:2021/03/29
Image segmentation
Annotations
Computational modeling
Automation
Object detection
Visualization
Instance segmentation
virtual-real interaction
synthetic images
distribution discrepancy
autonomous vehicles
PrGCN: Probability prediction with graph convolutional network for person re-identification
期刊论文
NEUROCOMPUTING, 2021, 卷号: 423, 页码: 57-70
Authors:
Liu, Hongmin
;
Xiao, Zhenzhen
;
Fan, Bin
;
Zeng, Hui
;
Zhang, Yifan
;
Jiang, Guoquan
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View/Download:5/0
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Submit date:2021/03/08
Person re-identification
Graph convolutional network
Link probability prediction
Similarity measurement
Nonconvex Laplacian Manifold Joint Method for Morphological Reconstruction of Fluorescence Molecular Tomography
期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2021, 页码: 13
Authors:
He, Xuelei
;
Meng, Hui
;
He, Xiaowei
;
Wang, Kun
;
Song, Xiaolei
;
Tian, Jie
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View/Download:6/0
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Submit date:2021/03/01
Fluorescence molecular tomography
Reconstruction
Nonconvex
Laplacian manifold
In vivo imaging
Morphology
Highly sensitive magnetic particle imaging of vulnerable atherosclerotic plaque with active myeloperoxidase-targeted nanoparticles
期刊论文
THERANOSTICS, 2021, 卷号: 11, 期号: 2, 页码: 506-521
Authors:
Tong, Wei
;
Hui, Hui
;
Shang, Wenting
;
Zhang, Yingqian
;
Tian, Feng
;
Ma, Qiang
;
Yang, Xin
;
Tian, Jie
;
Chen, Yundai
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View/Download:10/0
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Submit date:2021/01/06
myeloperoxidase
vulnerable plaque
magnetic particle imaging
fluorescence imaging
computed tomographic angiography
Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
Authors:
Shiming Liu
;
Yifan Xia
;
Zhusheng Shi
;
Hui Yu
;
Zhiqiang Li
;
Jianguo Lin
Adobe PDF(6784Kb)
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Submit date:2021/04/09
Data-driven deep learning
deep learning
deep neural network (DNN)
intelligent manufacturing
machine learning
sheet metal forming
springback
theory-guided deep learning
theory-guided regularization