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CASIA OpenIR
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Large-scale continual learning for ancient Chinese character recognition 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 150, 页码: 15
作者:  Xu, Yue;  Zhang, Xu-Yao;  Zhang, Zhaoxiang;  Liu, Cheng-Lin
收藏  |  浏览/下载：9/0  |  提交时间：2024/05/30
Continual learning  Class-incremental learning  Convolutional prototype network  Character recognition  Ancient Chinese characters  
Cross-Modal Prototype Learning for Zero-Shot Handwritten Character Recognition 期刊论文
Pattern Recognition, 2022, 卷号: 131, 页码: 108859
作者:  Ao, Xiang;  Zhang, Xu-Yao;  Liu, Cheng-Lin
Adobe PDF(3111Kb)  |  收藏  |  浏览/下载：20/8  |  提交时间：2024/05/30
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：90/19  |  提交时间：2024/04/03
Long-tailed learning  Prior gap  Representation gap  Image recognition  
SignParser: An End-to-End Framework for Traffic Sign Understanding 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 卷号: 132, 期号: 2, 页码: 805-821
作者:  Guo, Yunfei;  Feng, Wei;  Yin, Fei;  Liu, Cheng-Lin
Adobe PDF(7011Kb)  |  收藏  |  浏览/下载：101/1  |  提交时间：2023/12/21
Traffic sign understanding  Content reasoning  Semantic description generation  
Deep representation learning for domain generalization with information bottleneck principle 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 143, 页码: 12
作者:  Zhang, Jiao;  Zhang, Xu-Yao;  Wang, Chuang;  Liu, Cheng-Lin
收藏  |  浏览/下载：119/0  |  提交时间：2023/11/17
Domain generalization  Information bottleneck  Representation learning  
A New Language-Independent Deep CNN for Scene Text Detection and Style Transfer in Social Media Images 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 3552-3566
作者:  Shivakumara, Palaiahnakote;  Banerjee, Ayan;  Pal, Umapada;  Nandanwar, Lokesh;  Lu, Tong;  Liu, Cheng-Lin
收藏  |  浏览/下载：33/0  |  提交时间：2023/11/17
Text detection  style transfer  deep learning  EfficientNet  social media images  
Lateral interaction by Laplacian-based graph smoothing for deep neural networks 期刊论文
CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2023, 页码: 18
作者:  Chen, Jianhui;  Wang, Zuoren;  Liu, Cheng-Lin
收藏  |  浏览/下载：92/0  |  提交时间：2023/11/16
artificial neural networks  biologically plausible  Laplacian-based graph smoothing  lateral interaction  machine learning  
Cycle-Consistent Weakly Supervised Visual Grounding With Individual and Contextual Representations 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5167-5180
作者:  Zhang, Ruisong;  Wang, Chuang;  Liu, Cheng-Lin
收藏  |  浏览/下载：119/0  |  提交时间：2023/11/16
Visualization  Grounding  Task analysis  Sports equipment  Image reconstruction  Transformers  Training  Weakly supervised learning  visual grounding  cycle consistency  individual and contextual representations  
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：151/33  |  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：292/148  |  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