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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
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 |
| Adaptable Global Network for Whole-Brain Segmentation with Symmetry Consistency Loss 期刊论文
COGNITIVE COMPUTATION, 2022, 页码: 14
作者: Zhao, Yuan-Xing; Zhang, Yan-Ming; Song, Ming; Liu, Cheng-Lin
Adobe PDF(2496Kb) | 收藏 | 浏览/下载：260/73 | 提交时间：2022/07/25
Whole-brain segmentation Adaptable global network Semi-supervised learning Symmetry consistency loss |
| 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 |
| 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：215/45 | 提交时间：2022/01/27
domain-agnostic few-shot recognition image classification meta-learning prototypical learning |
| 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 |
| GSS: Graph-based subspace learning with shots initialization for few-shot recognition 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(2179Kb) | 收藏 | 浏览/下载：111/28 | 提交时间：2022/04/07 |
| Residual Dual Scale Scene Text Spotting by Fusing Bottom-Up and Top-Down Processing 期刊论文
International Journal of Computer Vision, 2020, 卷号: 1, 期号: 38, 页码: 1872–1885
作者: Wei Feng; Fei Yin; Xu-Yao Zhang; Wenhao He; Cheng-Lin Liu
 浏览 | Adobe PDF(4242Kb) | 收藏 | 浏览/下载：403/183 | 提交时间：2020/10/28
Scene text spotting Arbitrary shapes Bottom-up Top-down Residual dual scale |
