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| OpenMix: Exploring Outlier Samples for Misclassification Detection 会议论文 , Vancouver canada, Jun 18-22, 2023 作者: Zhu Fei (朱飞); Zhen Cheng; Xu-Yao Zhang; Cheng-Lin Liu Adobe PDF(2384Kb)  |  收藏  |  浏览/下载:155/60  |  提交时间:2023/09/12 |
| 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:119/26  |  提交时间:2023/09/12 Class incremental learning Continual learning Lifelong learning |
| 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 作者: 朱飞; 张煦尧; 刘成林 Adobe PDF(4601Kb)  |  收藏  |  浏览/下载:220/113  |  提交时间:2023/09/12 增量学习 持续学习 灾难性遗忘 机器学习 深度学习 |
| An Efficient Prototype-Based Model for Handwritten Text Recognition with Multi-loss Fusion 会议论文 , 印度, 2022-12-04 作者: Yu MM(于明明); Zhang H(张恒); Yin F(殷飞); Liu CL(刘成林) Adobe PDF(667Kb)  |  收藏  |  浏览/下载:93/32  |  提交时间:2023/06/29 |
| Learning by Seeing More Classes 期刊论文 IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 45, 期号: 6, 页码: 7477-7493 作者: Fei Zhu; Xu-Yao Zhang; Rui-Qi Wang; Cheng-Lin Liu Adobe PDF(2561Kb)  |  收藏  |  浏览/下载:103/37  |  提交时间:2023/09/12 Class augmentation generalization confidence estimation open-environment learning |
| Decision-based adversarial attack with frequency mixup 期刊论文 IEEE Trans. Information Forensics and Security (TIFS), 2022, 期号: 17, 页码: 1038-1052 作者: Xiu-Chuan Li; Xu-Yao Zhang; Fei Yin; Cheng-Lin Liu Adobe PDF(5863Kb)  |  收藏  |  浏览/下载:190/41  |  提交时间:2022/04/07 Decision-based attack , detection , frequency domain |
| Convolutional Prototype Network for Open Set Recognition 期刊论文 IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 44, 期号: 5, 页码: 2358-2370 作者: Hong-Ming Yang; Xu-Yao Zhang; Fei Yin; Qing Yang; Cheng-Lin Liu Adobe PDF(5038Kb)  |  收藏  |  浏览/下载:336/66  |  提交时间:2021/06/02 open-set recognition CNN prototype model unknown detection discriminative model generative model |
| Class-Incremental Learning via Dual Augmentation 会议论文 , Virtual, Dec 6-14, 2021 作者: Zhu Fei (朱飞); Zhen Cheng; Xu-Yao Zhang; Cheng-Lin Liu Adobe PDF(1415Kb)  |  收藏  |  浏览/下载:131/55  |  提交时间:2023/09/12 |
| Handwritten Text Recognition with Convolutional Prototype Network and Most Aligned Frame Based CTC Training 会议论文 , Lausanne, Switzerland, 2021-9-5 作者: Likun Gao; Heng Zhang; Cheng-Lin Liu Adobe PDF(1804Kb)  |  收藏  |  浏览/下载:314/89  |  提交时间:2021/07/01 |
| F-mixup: Attack CNNs from Fourier perspective 会议论文 , Milan, Italy, January 10-15, 2021 作者: Xiu-Chuan Li; Xu-Yao Zhang; Fei Yin; Cheng-Lin Liu Adobe PDF(2414Kb)  |  收藏  |  浏览/下载:102/16  |  提交时间:2022/04/07 |