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Integrating Knowledge Into End-to-End Speech Recognition From External Text-Only Data 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021, 卷号: 29, 页码: 1340-1351
Authors:  Bai, Ye;  Yi, Jiangyan;  Tao, Jianhua;  Wen, Zhengqi;  Tian, Zhengkun;  Zhang, Shuai
Favorite  |  View/Download:1/0  |  Submit date:2021/06/07
End-to-End  language modeling  speech recognition  teacher-student learning  transfer learning  
A Deep Learning Prognosis Model Help Alert for COVID-19 Patients at High-Risk of Death: A Multi-Center Study 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 12, 页码: 3576-3584
Authors:  Meng, Lingwei;  Dong, Di;  Li, Liang;  Niu, Meng;  Bai, Yan;  Wang, Meiyun;  Qiu, Xiaoming;  Zha, Yunfei;  Tian, Jie
Adobe PDF(4120Kb)  |  Favorite  |  View/Download:22/0  |  Submit date:2021/03/02
COVID-19  Computed tomography  Lung  Hospitals  Biomedical imaging  Training  Coronavirus disease 2019 (COVID-19)  prognosis  computed tomography  deep learning  artificial intelligence  
Classification of Severe and Critical Covid-19 Using Deep Learning and Radiomics 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 12, 页码: 3585-3594
Authors:  Li, Cong;  Dong, Di;  Li, Liang;  Gong, Wei;  Li, Xiaohu;  Bai, Yan;  Wang, Meiyun;  Hu, Zhenhua;  Zha, Yunfei;  Tian, Jie
Adobe PDF(2325Kb)  |  Favorite  |  View/Download:24/0  |  Submit date:2021/03/02
COVID-19  radiomics  deep learning  computed tomography (CT)  
Adversarial learning based attentional scene text recognizer 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 138, 期号: 1, 页码: 217-222
Authors:  Zhao, Jinyuan;  Wang, Yanna;  Xiao, Baihua;  Shi, Cunzhao;  Jiang, Jingzhong;  Wang, Chunheng
Adobe PDF(1152Kb)  |  Favorite  |  View/Download:16/2  |  Submit date:2021/01/07
Scene text recognition  Generative adversarial network  Image rectification  
DetectGAN: GAN-based text detector for camera-captured document images 期刊论文
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2020, 卷号: 23, 期号: 4, 页码: 267-277
Authors:  Zhao, Jinyuan;  Wang, Yanna;  Xiao, Baihua;  Shi, Cunzhao;  Jia, Fuxi;  Wang, Chunheng
Adobe PDF(3817Kb)  |  Favorite  |  View/Download:29/2  |  Submit date:2020/09/21
Text detection  Camera-captured document images  Multi-scale context features  Generative adversarial networks  
A fully automatic deep learning system for COVID-19 diagnostic and prognostic analysis 期刊论文
EUROPEAN RESPIRATORY JOURNAL, 2020, 卷号: 56, 期号: 2, 页码: 11
Authors:  Wang, Shuo;  Zha, Yunfei;  Li, Weimin;  Wu, Qingxia;  Li, Xiaohu;  Niu, Meng;  Wang, Meiyun;  Qiu, Xiaoming;  Li, Hongjun;  Yu, He;  Gong, Wei;  Bai, Yan;  Li, Li;  Zhu, Yongbei;  Wang, Liusu;  Tian, Jie
Favorite  |  View/Download:31/0  |  Submit date:2020/09/21
OSTER: An Orientation Sensitive Scene Text Recognizer with CenterLine Rectification 会议论文
, Auckland, New Zealand, 2019.11.26-2019.11.29
Authors:  Feng, Zipeng;  Du, Chen;  Wang, Yanna;  Xiao, Baihua
View  |  Adobe PDF(1567Kb)  |  Favorite  |  View/Download:48/8  |  Submit date:2020/06/12
Scene text recognition  Arbitrarily-aligned Chinese texts  Attention selective network  Centerline rectification  Sequence-to-sequence  
Focal Loss for Punctuation Prediction 会议论文
, 北京,中国, 2020.10.25-2020.10.29
Authors:  Jiangyan Yi;  Jianhua Tao;  Zhengkun Tian;  Ye Bai;  Cunhang Fan
View  |  Adobe PDF(247Kb)  |  Favorite  |  View/Download:20/5  |  Submit date:2020/10/22
Synchronous Transformers for end-to-end Speech Recognition 会议论文
, Barcelona, Spain, 2020.05.04-2020.05.08
Authors:  Zhengkun Tian;  Jiangyan Yi;  Ye Bai;  Jianhua Tao;  Shuai Zhang;  Zhengqi Wen
View  |  Adobe PDF(496Kb)  |  Favorite  |  View/Download:15/1  |  Submit date:2020/10/22
Selective feature connection mechanism: Concatenating multi-layer CNN features with a feature selector 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 129, 页码: 108-114
Authors:  Du, Chen;  Wang, Chunheng;  Wang, Yanna;  Shi, Cunzhao;  Xiao, Baihua
Favorite  |  View/Download:53/0  |  Submit date:2020/03/30
Feature combination  Network architecture  Selective feature connection mechanism  Convolutional neural network