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CASIA OpenIR
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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：393/38  |  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  
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：299/79  |  提交时间：2022/07/25
Whole-brain segmentation  Adaptable global network  Semi-supervised learning  Symmetry consistency loss  
Deep Neural Network Self-Distillation Exploiting Data Representation Invariance 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 1, 页码: 257-269
作者:  Xu, Ting-Bing;  Liu, Cheng-Lin
收藏  |  浏览/下载：199/0  |  提交时间：2022/02/16
Training  Nonlinear distortion  Data models  Neural networks  Knowledge engineering  Network architecture  Generalization error  network compression  representation invariance  self-distillation (SD)  
BlockQNN: Efficient Block-Wise Neural Network Architecture Generation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 7, 页码: 2314-2328
作者:  Zhong, Zhao;  Yang, Zichen;  Deng, Boyang;  Yan, Junjie;  Wu, Wei;  Shao, Jing;  Liu, Cheng-Lin
收藏  |  浏览/下载：259/0  |  提交时间：2021/11/03
Computer architecture  Task analysis  Neural networks  Network architecture  Graphics processing units  Acceleration  Indexes  Convolutional neural network  neural architecture search  AutoML  reinforcement learning  Q-learning  
Joint stroke classification and text line grouping in online handwritten documents with edge pooling attention networks 期刊论文
Pattern Recognition, 2021, 卷号: 114, 期号: 114, 页码: 107859
作者:  Jun-Yu Ye;  Yan-Ming Zhang;  Qing Yang;  Cheng-Lin Liu
Adobe PDF(1780Kb)  |  收藏  |  浏览/下载：336/91  |  提交时间：2021/03/30
Online handwritten documents  Stroke classification  Text line grouping  Graph neural networks  Edge pooling attention networks  
Towards Robust Pattern Recognition: A Review 期刊论文
PROCEEDINGS OF THE IEEE, 2020, 卷号: 108, 期号: 6, 页码: 894-922
作者:  Zhang, Xu-Yao;  Liu, Cheng-Lin;  Suen, Ching Y.
收藏  |  浏览/下载：159/0  |  提交时间：2020/08/03
Pattern recognition  Robustness  Task analysis  Neural networks  Distributed control  Big Data  Machine intelligence  Clean and big data  closed world  independent and identically distributed  robust pattern recognition  
Multi-branch guided attention network for irregular text recognition 期刊论文
Neurocomputing, 2020, 卷号: 425, 期号: 0, 页码: 0
作者:  Wang, Cong;  Liu, Cheng-Lin
浏览  |  Adobe PDF(2370Kb)  |  收藏  |  浏览/下载：231/61  |  提交时间：2020/07/16
Irregular text recognition, Mutual guidance, Multi-branch guided attention network (MBAN)  
Realtime multi-scale scene text detection with scale-based region proposal network 期刊论文
PATTERN RECOGNITION, 2020, 卷号: 98, 页码: 14
作者:  He, Wenhao;  Zhang, Xu-Yao;  Yin, Fei;  Luo, Zhenbo;  Ogier, Jean-Marc;  Liu, Cheng-Lin
收藏  |  浏览/下载：263/0  |  提交时间：2020/03/30
Scene text detection  Multi-scale  Speedup  Scale-based region proposal network  
DNA computing inspired deep networks design 期刊论文
NEUROCOMPUTING, 2020, 卷号: 382, 页码: 140-147
作者:  Zhong, Guoqiang;  Li, Tao;  Jiao, Wencong;  Wang, Li-Na;  Dong, Junyu;  Liu, Cheng-Lin
收藏  |  浏览/下载：259/0  |  提交时间：2020/03/30
Deep neural networks  DNA computing  Automatic architecture design  Image classification