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Spatial non-local attention for thoracic disease diagnosis and visualisation in weakly supervised learning 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 11, 页码: 1922-1930
Authors:  Yang, Menglin;  Li, Ding;  Zhang, Wensheng
Favorite  |  View/Download:8/0  |  Submit date:2019/12/16
feature extraction  diseases  medical image processing  patient diagnosis  image segmentation  image classification  supervised learning  image annotation  thoracic disease diagnosis  weakly supervised learning  computer-aided diagnosis  coarse image-level annotations  pathological area  nonlocal aware features  fine-grained expertise  clinical diagnosis  visualisation method  chest X-ray dataset  spatial nonlocal attention mechanism  ResNet-SNA  
Multi-Pseudo Regularized Label for Generated Data in Person Re-Identification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 3, 页码: 1391-1403
Authors:  Huang, Yan;  Xu, Jingsong;  Wu, Qiang;  Zheng, Zhedong;  Zhang, Zhaoxiang;  Zhang, Jian
Favorite  |  View/Download:13/0  |  Submit date:2019/07/12
Person re-identification  generated data  virtual label  semi-supervised learning  
Semi-supervised domain adaptation via Fredholm integral based kernel methods 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 85, 页码: 185-197
Authors:  Wang, Wei;  Wang, Hao;  Zhang, Zhaoxiang;  Zhang, Chen;  Gao, Yang
Favorite  |  View/Download:47/0  |  Submit date:2019/01/08
Domain adaptation  Semi-supervised learning  Multiple kernel learning  Hilbert space embedding of distributions  
Deep learning provides a new computed tomography-based prognostic biomarker for recurrence prediction in high-grade serous ovarian cancer 期刊论文
Radiotherapy and Oncology, 2018, 期号: 132, 页码: 171-177
Authors:  Wang, Shuo;  Liu, Zhenyu;  Rong, Yu;  Zhou, Bin;  Bai, Yan;  Wei, Wei;  Wei, Wei;  Wang, Meiyun;  Guo, Yingkun;  Tian, Jie
View  |  Adobe PDF(1623Kb)  |  Favorite  |  View/Download:57/14  |  Submit date:2019/04/30
Deep Learning  High-grade Serous Ovarian Cancer  Recurrence  Prognosis  Computed Tomography  Artificial Intelligence  Semi-supervised Learning  Auto Encoder  Unsupervised Learning  
Weakly-Supervised Object Localization by Cutting Background with Deep Reinforcement Learning 会议论文
Lecture Notes in Computer Science, Nanjing, China, 2018-08
Authors:  Wu Zheng;  Zhaoxiang Zhang
View  |  Adobe PDF(1765Kb)  |  Favorite  |  View/Download:26/6  |  Submit date:2019/06/16
Weakly-supervised Object Localization, Deep Reinforcement Learning, Convolutional Neural Network  
Hyperspectral Imagery Classification Based on Semi-Supervised Broad Learning System 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 5, 页码: 13
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Chen, C. L. Philip
Favorite  |  View/Download:5/0  |  Submit date:2019/12/16
hyperspectral imagery  classification  broad learning  semi-supervised  class-probability structure  
Online Semi-Supervised Learning with Adaptive Vector Quantization 会议论文
, 加拿大, 2018-5-13
Authors:  Yuan-Yuan Shen;  Xu-Yao Zhang;  Cheng-Lin Liu
View  |  Adobe PDF(197Kb)  |  Favorite  |  View/Download:20/2  |  Submit date:2019/12/31
Learning Vector Quantization  Frequency Sensitive Competitive Learning  Adaptive Vector Quantization  Online Learning  Semi-supervised Learning  
Fast Supervised Discrete Hashing 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 2, 页码: 490-496
Authors:  Gui, Jie;  Liu, Tongliang;  Sun, Zhenan;  Tao, Dacheng;  Tan, Tieniu
Favorite  |  View/Download:93/0  |  Submit date:2018/03/03
Fast Supervised Discrete Hashing  Supervised Discrete Hashing  Learning-based Hashing  Least Squares Regression  
A Novel Manifold Regularized Online Semi-supervised Learning Model 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 1, 页码: 49-61
Authors:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:53/0  |  Submit date:2018/10/10
Human Learning  Manifold Regularization  Online Semi-supervised Learning  Lagrange Dual Problem  
Multimodal Fusion With Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2018, 卷号: 37, 期号: 1, 页码: 93-105
Authors:  Qi, Shile;  Calhoun, Vince D.;  van Erp, Theo G. M.;  Bustillo, Juan;  Damaraju, Eswar;  Turner, Jessica A.;  Du, Yuhui;  Yang, Jian;  Chen, Jiayu;  Yu, Qingbao;  Mathalon, Daniel H.;  Ford, Judith M.;  Voyvodic, James;  Mueller, Bryon A.;  Belger, Aysenil;  McEwen, Sarah;  Potkin, Steven G.;  Preda, Adrian;  Jiang, Tianzi;  Sui, Jing
Favorite  |  View/Download:76/0  |  Submit date:2018/03/09
Multimodal Fusion With Reference  Mccar  Supervised Learning  Schizophrenia  Working Memory  Ica  Mccb  Cminds