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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
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Vision and language  pre-training  transformers  multimodal learning  representation learning  
Knowledge-Guided Data-Driven Model With Transfer Concept for Battery Calendar Ageing Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 272-274
Authors:  Kailong Liu;  Qiao Peng;  Remus Teodorescu;  Aoife M. Foley
Adobe PDF(3468Kb)  |  Favorite  |  View/Download：39/4  |  Submit date：2023/01/03
Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 135-158
Authors:  Shubham Gupta;  Shitu Singh;  Rong Su;  Shangce Gao;  Jagdish Chand Bansal
Adobe PDF(3042Kb)  |  Favorite  |  View/Download：37/9  |  Submit date：2023/01/03
Control parameters  differential Evolution  metaheuristic algorithms  mutation operator  
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：35/2  |  Submit date：2023/01/03
Deep learning  early prediction  lithium-ion battery  remaining useful life (RUL)  
Aero-Engine Remaining Useful Life Estimation Based on CAE-TCN Neural Networks 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 1, 页码: 15
Authors:  Ren, Guanghao;  Wang, Yun;  Shi, Zhenyun;  Zhang, Guigang;  Jin, Feng;  Wang, Jian
Favorite  |  View/Download：35/0  |  Submit date：2023/02/22
remaining useful life estimation  aero-engine  convolutional autoencoder  temporal convolutional network  
DAO to Hanoi via DeSci: AI Paradigm Shift from AlphaGo to ChatGPT 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 877-897
Authors:  Miao, Qinghai (proxy) (contact);  Zheng, Wenbo;  吕, 宜生;  Huang, Min;  Ding, Wenwen;  Wang, Fei-Yue
Adobe PDF(4968Kb)  |  Favorite  |  View/Download：31/4  |  Submit date：2023/03/22
ChatGPT, decentralized science (DeSci)  decentralized autonomous organization (DAO)  machine learning  paradigm shift  
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
Authors:  Xiang Li;  Yixiao Xu;  Naipeng Li;  Bin Yang;  Yaguo Lei
Adobe PDF(2608Kb)  |  Favorite  |  View/Download：44/2  |  Submit date：2023/01/03
Adversarial training  data fusion  deep learning  remaining useful life (RUL) prediction  sensor malfunction  
面向微观连接组学的神经结构三维重建算法研究 学位论文
, 2022
Authors:  洪贝
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神经结构  连接组学  电子显微镜图像  三维重建  自动分割算法  
A Feedback-Based Print Quality Improving Strategy for FDM 3D Printing: An Optimal Design Approach 期刊论文
The International Journal of Advanced Manufacturing Technology, 2022, 期号: 2022, 页码: 1-15
Authors:  Tamir, Tariku Sinshaw;  Xiong, Gang;  Fang,Qihang;  Dong,Xisong;  Shen,Zhen;  Wang,Fei-Yue
Adobe PDF(2116Kb)  |  Favorite  |  View/Download：89/15  |  Submit date：2022/04/07
Industry4.0, 3D Printing, Print Quality, Error Causing Parameters, Deformations, Fuzzy Inference System  
Facial-sketch Synthesis: A New Challenge 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 257-287
Authors:  Deng-Ping Fan
Adobe PDF(12340Kb)  |  Favorite  |  View/Download：65/6  |  Submit date：2022/07/29
Facial sketch synthesis (FSS)  facial sketch dataset  benchmark  attribute  style transfer