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| 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：123/27 | 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 |
| Towards Prior Gap and Representation Gap for Long-tailed Recognition, Pattern Recognition 期刊论文
Pattern Recognition, 2023, 卷号: 133, 期号: 109012, 页码: 109012
作者: Zhang Ming-Liang; Zhang Xu-Yao; Wang Chang; Liu Cheng-Lin
Adobe PDF(2258Kb) | 收藏 | 浏览/下载：47/10 | 提交时间：2024/04/03
Long-tailed learning Prior gap Representation gap Image recognition |
| 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 |
| 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：347/68 | 提交时间：2021/06/02
open-set recognition CNN prototype model unknown detection discriminative model generative model |
| Meta-Prototypical Learning for Domain-Agnostic Few-Shot Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 1-7
作者: Wang RQ(王瑞琪); Zhang XY(张煦尧); Liu CL(刘成林)
Adobe PDF(1403Kb) | 收藏 | 浏览/下载：231/47 | 提交时间：2022/01/27
domain-agnostic few-shot recognition image classification meta-learning prototypical learning |
| Class forge: Boosting feature encoder for few-shot learning with synthesized classes 会议论文
, 深圳, 2021年7月5-9日
作者: Wang RQ(王瑞琪); Zhang XY(张煦尧); Liu CL(刘成林)
Adobe PDF(7818Kb) | 收藏 | 浏览/下载：117/9 | 提交时间：2022/04/07 |
| 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：142/36 | 提交时间：2022/04/07 |
| CASIA-AHCDB: A Large-scale Chinese Ancient Handwritten Characters Database 会议论文
, Sydney, Australia, 2019.09.20-2019.09.25
作者: Yue Xu; Fei Yin; Da-Han Wang; Xu-Yao Zhang; Zhaoxiang Zhang; Cheng-Lin Liu
Adobe PDF(493Kb) | 收藏 | 浏览/下载：252/74 | 提交时间：2022/09/21
Ancient Documents Handwritten Chinese Characters Character Recognition Transfer Learning |
| 无权访问的条目 期刊论文
作者: Xu, Ting-Bing; Yang, Peipei; Zhang, Xu-Yao; Liu, Cheng-Lin
 Adobe PDF(1571Kb) | 收藏 | 浏览/下载：33/11 | 提交时间：2019/07/12 |
