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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:164/64  |  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:127/29  |  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:238/119  |  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 |
| 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:122/37  |  提交时间:2023/09/12 Class augmentation generalization confidence estimation open-environment learning |
| Rethinking Confidence Calibration for Failure Prediction 会议论文 , Virtual, October 23-27, 2022 作者: Fei Zhu; Zhen Cheng; Xu-Yao Zhang; Cheng-Lin Liu Adobe PDF(10583Kb)  |  收藏  |  浏览/下载:267/192  |  提交时间:2023/09/12 |
| 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:142/57  |  提交时间:2023/09/12 |
| Prototype augmentation and self-supervision for incremental learning 会议论文 , Online (Nashville, United States), June 19-25, 2021 作者: Fei Zhu; Xu-Yao Zhang; Chuang Wang; Fei Yin; Cheng-Lin Liu Adobe PDF(6662Kb)  |  收藏  |  浏览/下载:143/36  |  提交时间:2022/04/07 |