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Physics-Inspired Spatial-Temporal Graph Neural Networks for Predicting Industrial Chain Resilience 期刊论文
Journal of Machine Learning Research, 2024, 卷号: 4, 期号: 23, 页码: 1-23
Authors:  Wang BC(王必成);  Wang JP(王军平)
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Low-Rank Optimal Transport for Robust Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1667-1680
Authors:  Bingrong Xu;  Jianhua Yin;  Cheng Lian;  Yixin Su;  Zhigang Zeng
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Domain adaptation  low-rank constraint  noise corruption  optimal transport  
细粒度情绪神经编解码研究及应用 学位论文
, 2024
Authors:  付铠城
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细粒度情绪神经编解码  类脑情绪识别  多视图学习  多标签学习  类增量学习  表征相似性分析  
面向表格数据的语义解析泛化技术研究 学位论文
, 2024
Authors:  孙润鑫
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自然语言处理  语义解析  文本到SQL  泛化能力  
Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330
Authors:  Jiaxin Ren;  Jingcheng Wen;  Zhibin Zhao;  Ruqiang Yan;  Xuefeng Chen;  Asoke K. Nandi
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Out-of-distribution detection  traceability analysis  trustworthy fault diagnosis  uncertainty quantification  
大数据下数模联动的随机退化设备剩余寿命预测技术 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 9, 页码: 2119-2141
Authors:  李天梅;  司小胜;  刘翔;  裴洪
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大数据  剩余寿命预测  数模联动  深度学习  随机退化建模  
基于不确定性的多元时间序列分类算法研究 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 4, 页码: 790-804
Authors:  张旭;  张亮;  金博;  张红哲
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多元时间序列预测  图神经网络  不确定性  随机变分推断  贝叶斯神经网络  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
Authors:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
可回收火箭大气层内动力下降的多阶段鲁棒优化制导方法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 505-517
Authors:  冯子鑫;  薛文超;  张冉;  齐洪胜
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大气层内动力下降  鲁棒优化  可回收火箭  制导与控制  不确定风场  
Adaptive Trajectory Tracking Control for Nonholonomic Wheeled Mobile Robots: A Barrier Function Sliding Mode Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1007-1021
Authors:  Yunjun Zheng;  Jinchuan Zheng;  Ke Shao;  Han Zhao;  Hao Xie;  Hai Wang
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Adaptive sliding mode  barrier function  nonholonomic wheeled mobile robot (NWMR)  trajectory tracking control