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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
Favorite  |  View/Download：38/0  |  Submit date：2022/11/14
Magnetic resonance imaging  Multi-contrast reconstruction  Super-resolution  Transformer  Convolutional neural network  
On Dual-Mode Driving Control Method for a Novel Unmanned Tractor With High Safety and Reliability 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 254-271
Authors:  Wei Lu;  Jiacheng Li;  Huanhuan Qin;  Lei Shu;  Aiguo Song
Adobe PDF(23989Kb)  |  Favorite  |  View/Download：27/3  |  Submit date：2023/01/03
Dual-mode control  safety and reliability  self-driving (SD)  tele-driving (TD)  unmanned tractor  
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)  |  Favorite  |  View/Download：21/1  |  Submit date：2023/01/03
Deep learning  early prediction  lithium-ion battery  remaining useful life (RUL)  
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)  |  Favorite  |  View/Download：20/2  |  Submit date：2023/01/03
Blind super-resolution  contrastive learning  deep learning  image super-resolution (SR)  
Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
Authors:  Guo-Yin Wang
Adobe PDF(2487Kb)  |  Favorite  |  View/Download：66/2  |  Submit date：2023/01/18
Swarm intelligence  single-population  multi-population  human-machine hybrid  multi-granularity  
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)  |  Favorite  |  View/Download：39/3  |  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)  |  Favorite  |  View/Download：33/4  |  Submit date：2023/01/18
Vision and language  pre-training  transformers  multimodal learning  representation learning  
A Survey on Negative Transfer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
Authors:  Wen Zhang;  Lingfei Deng;  Lei Zhang;  Dongrui Wu
Adobe PDF(2739Kb)  |  Favorite  |  View/Download：27/1  |  Submit date：2023/01/16
Domain adaptation  domain similarity  negative transfer  positive transfer  transfer learning  
Policy Iteration for Optimal Control of Discrete-Time Time-Varying Nonlinear Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 781-791
Authors:  Guangyu Zhu;  Xiaolu Li;  Ranran Sun;  Yiyuan Yang;  Peng Zhang
Adobe PDF(2432Kb)  |  Favorite  |  View/Download：7/0  |  Submit date：2023/03/02
Adaptive critic designs  adaptive dynamic programming  approximate dynamic programming  optimal control  policy iteration  time-varying  
Dynamic Frontier-Led Swarming: Multi-Robot Repeated Coverage in Dynamic Environments 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 646-661
Authors:  Vu Phi Tran;  Matthew A. Garratt;  Kathryn Kasmarik;  Sreenatha G. Anavatti
Adobe PDF(7373Kb)  |  Favorite  |  View/Download：3/1  |  Submit date：2023/03/02
Artificial pheromones  distributed control architecture  dynamic obstacle avoidance  multi-robot coverage  stigmergy  swarm robotics