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Multi-scale deformable transformer for multi-contrast knee MRI super-resolution
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 79, 页码: 11
Authors:
Zou, Beiji
;
Ji, Zexin
;
Zhu, Chengzhang
;
Dai, Yulan
;
Zhang, Wensheng
;
Kui, Xiaoyan
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View/Download:27/0
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Submit date:2022/11/14
Magnetic resonance imaging
Multi-contrast reconstruction
Super-resolution
Transformer
Convolutional neural network
STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors:
Zebing Wei
;
Hongxia Zhao
;
Zhishuai Li
;
Xiaojie Bu
;
Yuanyuan Chen
;
Xiqiao Zhang
;
Yisheng Lv
;
Fei-Yue Wang
Adobe PDF(7068Kb)
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Submit date:2023/01/03
Deep learning
graph neural network (GNN)
multi-stream
spatial-temporal feature extraction
temporal graph
traffic prediction
A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
Authors:
Qing Xu
;
Min Wu
;
Edwin Khoo
;
Zhenghua Chen
;
Xiaoli Li
Adobe PDF(6437Kb)
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Submit date:2023/01/03
Deep learning
early prediction
lithium-ion battery
remaining useful life (RUL)
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors:
Uichin Lee
;
Gyuwon Jung
;
Eun-Yeol Ma
;
Jin San Kim
;
Heepyung Kim
;
Jumabek Alikhanov
;
Youngtae Noh
;
Heeyoung Kim
Adobe PDF(2887Kb)
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View/Download:12/0
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Submit date:2023/01/03
Causal inference
data-driven analytics framework
digital therapeutics (DTx)
mobile and wearable data
technical and behavioral engagement
Detecting Vulnerability on IoT Device Firmware: A Survey
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
Authors:
Xiaotao Feng
;
Xiaogang Zhu
;
Qing-Long Han
;
Wei Zhou
;
Sheng Wen
;
Yang Xiang
Adobe PDF(3134Kb)
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Submit date:2023/01/03
Firmware emulation
internet of things (IoT) firmware
network fuzzing
security
static analysis
MPC-based Motion Planning and Control Enables Smarter and Safer Autonomous Marine Vehicles: Perspectives and a Tutorial Survey
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 8-24
Authors:
Henglai Wei
;
Yang Shi
Adobe PDF(10538Kb)
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Submit date:2023/01/03
Autonomous marine vehicles (AMVs)
model predictive control (MPC)
motion control
motion planning
Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors:
Xinya Wang
;
Jiayi Ma
;
Junjun Jiang
Adobe PDF(11082Kb)
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View/Download:10/1
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Submit date:2023/01/03
Blind super-resolution
contrastive learning
deep learning
image super-resolution (SR)
Machine Learning for Brain Imaging Genomics Methods: A Review
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 57-78
Authors:
Mei-Ling Wang
Adobe PDF(2285Kb)
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View/Download:24/2
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Submit date:2023/01/18
Brain imaging genomics
machine learning
multivariate analysis
association analysis
outcome prediction
VLP: A Survey on Vision-language Pre-training
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 38-56
Authors:
Fei-Long Chen
Adobe PDF(1427Kb)
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Submit date:2023/01/18
Vision and language
pre-training
transformers
multimodal learning
representation learning
Federated Learning with Privacy-preserving and Model IP-right-protection
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors:
Qiang Yang
Adobe PDF(2634Kb)
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View/Download:17/2
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Submit date:2023/01/18
Federated learning
privacy-preserving machine learning
security
decentralized learning
intellectual property protection