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OpenMix: Exploring Outlier Samples for Misclassification Detection 会议论文
, Vancouver canada, Jun 18-22, 2023
Authors:  Zhu Fei (朱飞);  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
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Streaming Stroke Classification of Online Handwriting 会议论文
, Rhodes Island, Greece, 2023-6-9
Authors:  Jing-Yu, Liu;  Yan-Ming, Zhang;  Fei Yin;  Cheng-Lin Liu
Adobe PDF(813Kb)  |  Favorite  |  View/Download:33/10  |  Submit date:2023/06/28
Imitating the Oracle: Towards Calibrated Model for Class Incremental Learning 期刊论文
Neural Networks, 2023, 卷号: 164, 页码: 38-48
Authors:  Fei Zhu;  Zhen Cheng;  Xu-Yao Zhang;  Cheng-Lin Liu
Adobe PDF(1251Kb)  |  Favorite  |  View/Download:19/3  |  Submit date:2023/09/12
Class incremental learning  Continual learning  Lifelong learning  
Texts as points: Scene text detection with point supervision 期刊论文
Pattern Recognition Letters, 2023, 卷号: 170, 页码: 1-8
Authors:  Mengbiao Zhao;  Wei Feng;  Fei Yin;  Cheng-Lin Liu
Adobe PDF(1670Kb)  |  Favorite  |  View/Download:19/5  |  Submit date:2023/06/28
Scene text detection  Point supervision  Mixed-supervised learning  
Adversarial training with distribution normalization and margin balance 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 136, 页码: 11
Authors:  Cheng, Zhen;  Zhu, Fei;  Zhang, Xu-Yao;  Liu, Cheng-Lin
Favorite  |  View/Download:97/0  |  Submit date:2023/01/09
Adversarial robustness  Adversarial training  Distribution normalization  Margin balance  
Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 页码: 1-9
Authors:  Yahui Liu;  Bin Tian;  Yisheng Lv;  Lingxi Li;  Feiyue Wang
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MetaMining: Mining in the Metaverse 期刊论文
Authors:  Liu, Kunhua;  Chen, Long;  Li, Lingxi;  Ren, Huaiwei;  Wang, Fei-Yue
Favorite  |  View/Download:70/0  |  Submit date:2023/03/20
Metaverse  Data mining  Task analysis  Autonomous vehicles  Safety  Mining equipment  Snow  Artificial intelligence (AI)  mining industry  vehicles  
Robust Control of Manned Submersible Vehicle With Nonlinear MPC and Disturbance Observer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1349-1351
Authors:  Qiuxin Zhong;  Xing Fang;  Zhengtao Ding;  Fei Liu
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类别增量学习研究进展和性能评价 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 3, 页码: 635−660
Authors:  朱飞;  张煦尧;  刘成林
Adobe PDF(4601Kb)  |  Favorite  |  View/Download:24/5  |  Submit date:2023/09/12
增量学习  持续学习  灾难性遗忘  机器学习  深度学习  
Can Digital Intelligence and Cyber-Physical-Social Systems Achieve Global Food Security and Sustainability? 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2070-2080
Authors:  Yanfen Wang;  Mengzhen Kang;  Yali Liu;  Juanjuan Li;  Kai Xue;  Xiujuan Wang;  Jianqing Du;  Yonglin Tian;  Qinghua Ni;  Fei-Yue Wang
Adobe PDF(9632Kb)  |  Favorite  |  View/Download:1/1  |  Submit date:2023/09/22
Carbon-water balance  decision-support  digital intelligence (DI)  foundation models  planning