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Explainable enterprise credit rating using deep feature crossing 期刊论文
Expert Systems With Applications, 2023, 卷号: 220, 期号: c, 页码: 1-12
作者:  Weiyu Guo;  Zhijiang Yang;  Shu Wu;  Fu Chen;  Xiuli Wang;  Fu Chen
Adobe PDF(1259Kb)  |  收藏  |  浏览/下载：25/10  |  提交时间：2024/06/20
Explicitly Learning Policy Under Partial Observability in Multiagent Reinforcement Learning 会议论文
, Queensland, Australia, 2023-6
作者:  Yang, Chen;  Yang, Guangkai;  Chen, Hao;  Zhang, Junge
Adobe PDF(3027Kb)  |  收藏  |  浏览/下载：56/22  |  提交时间：2024/05/29
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 822-836
作者:  Kai Zhang;  Yawei Li;  Jingyun Liang;  Jiezhang Cao;  Yulun Zhang;  Hao Tang;  Deng-Ping Fan;  Radu Timofte;  Luc Van Gool
Adobe PDF(7952Kb)  |  收藏  |  浏览/下载：40/16  |  提交时间：2024/04/23
Blind image denoising, real image denosing data synthesis, Transformer, image signal processing (ISP) pipeline  
Imitating the Oracle: Towards Calibrated Model for Class Incremental Learning 期刊论文
Neural Networks, 2023, 卷号: 164, 页码: 38-48
作者:  Fei Zhu;  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(1251Kb)  |  收藏  |  浏览/下载：177/41  |  提交时间：2023/09/12
Class incremental learning  Continual learning  Lifelong learning  
面向长程脑机作业的多模态警觉度检测系统研究 学位论文
, 2023
作者:  程昕钰
Adobe PDF(20791Kb)  |  收藏  |  浏览/下载：147/2  |  提交时间：2023/05/30
脑-机接口  警觉度检测  多模态学习  快速序列视觉呈现  
Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406
作者:  Fanghui Bi;  Xin Luo;  Bo Shen;  Hongli Dong;  Zidong Wang
Adobe PDF(2741Kb)  |  收藏  |  浏览/下载：162/60  |  提交时间：2023/05/29
Data science  high-dimensional and incomplete data  knowledge acquisition  industrial application  nonnegative latent factor analysis (NLFA)  proximal alternating direction method of multipliers  representation learning  
Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:  Sibo Cheng;  César Quilodrán-Casas;  Said Ouala;  Alban Farchi;  Che Liu;  Pierre Tandeo;  Ronan Fablet;  Didier Lucor;  Bertrand Iooss;  Julien Brajard;  Dunhui Xiao;  Tijana Janjic;  Weiping Ding;  Yike Guo;  Alberto Carrassi;  Marc Bocquet;  Rossella Arcucci
Adobe PDF(17725Kb)  |  收藏  |  浏览/下载：119/31  |  提交时间：2023/05/29
Data assimilation (DA)  deep learning  machine learning (ML)  reduced-order-modelling  uncertainty quantification (UQ)  
Coarse-to-Fine Video Instance Segmentation With Factorized Conditional Appearance Flows 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1192-1208
作者:  Zheyun Qin;  Xiankai Lu;  Xiushan Nie;  Dongfang Liu;  Yilong Yin;  Wenguan Wang
Adobe PDF(42794Kb)  |  收藏  |  浏览/下载：94/27  |  提交时间：2023/04/26
Embedding learning  generative model  normalizing flows  video instance segmentation (VIS)  
Resilient Time-Varying Formation-Tracking of Multi-UAV Systems Against Composite Attacks: A Two-Layered Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 969-984
作者:  Xin Gong;  Michael V. Basin;  Zhiguang Feng;  Tingwen Huang;  Yukang Cui
Adobe PDF(9350Kb)  |  收藏  |  浏览/下载：157/35  |  提交时间：2023/03/22
Composite attacks  multi-UAV systems  resilient control  time-varying formation-tracking  
Passive Attack Detection for a Class of Stealthy Intermittent Integrity Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 898-915
作者:  Kangkang Zhang;  Christodoulos Keliris;  Thomas Parisini;  Bin Jiang;  Marios M. Polycarpou
Adobe PDF(2917Kb)  |  收藏  |  浏览/下载：194/59  |  提交时间：2023/03/22
Backward-in-time equivalent quantity  fixed-point smoother  intermittent integrity attacks