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CASIA OpenIR
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Emergence of machine language: towards symbolic intelligence with neural networks 期刊论文
NATIONAL SCIENCE REVIEW, 2024, 页码: 3
作者:  Wang, Yuqi;  Zhang, Xu-Yao;  Liu, Cheng-Lin;  Tan, Tieniu;  Zhang, Zhaoxiang
收藏  |  浏览/下载：25/0  |  提交时间：2024/02/21
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：93/0  |  提交时间：2023/11/17
Domain generalization  Information bottleneck  Representation learning  
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：70/0  |  提交时间：2023/11/16
artificial neural networks  biologically plausible  Laplacian-based graph smoothing  lateral interaction  machine learning  
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：122/26  |  提交时间：2023/09/12
Class incremental learning  Continual learning  Lifelong learning  
Texts as points: Scene text detection with point supervision 期刊论文
Pattern Recognition Letters, 2023, 卷号: 170, 页码: 1-8
作者:  Mengbiao Zhao;  Wei Feng;  Fei Yin;  Cheng-Lin Liu
Adobe PDF(1670Kb)  |  收藏  |  浏览/下载：131/40  |  提交时间：2023/06/28
Scene text detection  Point supervision  Mixed-supervised learning  
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：46/10  |  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：120/37  |  提交时间：2023/09/12
Class augmentation  generalization  confidence estimation  open-environment learning  
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：272/73  |  提交时间：2022/07/25
Whole-brain segmentation  Adaptable global network  Semi-supervised learning  Symmetry consistency loss  
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：204/42  |  提交时间：2022/04/07
Decision-based attack , detection , frequency domain  
Mixed-Supervised Scene Text Detection With Expectation-Maximization Algorithm 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 5513-5528
作者:  Zhao, Mengbiao;  Feng, Wei;  Yin, Fei;  Zhang, Xu-Yao;  Liu, Cheng-Lin
Adobe PDF(5999Kb)  |  收藏  |  浏览/下载：297/35  |  提交时间：2022/09/19
Costs  Annotations  Training  Labeling  Detectors  Data models  Benchmark testing  Mixed-supervised learning  scene text detection  weak supervision forms  expectation-maximization algorithm