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Representative Task Self-Selection for Flexible Clustered Lifelong Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 页码: 1-15
Authors:  Sun G(孙干);  Cong Y(丛杨);  Wang QQ(王倩倩);  Zhong BN(钟必能);  Fu Y(付昀)
Adobe PDF(4768Kb)  |  Favorite  |  View/Download:29/2  |  Submit date:2021/01/17
Clustering analysis  lifelong machine learning  multitask learning (MTL)  transfer learning  
Continual Multiview Task Learning via Deep Matrix Factorization 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
Authors:  Sun G(孙干);  Cong Y(丛杨);  Zhang, Yulun;  Zhao GS(赵国帅);  Fu Y(付昀)
Adobe PDF(2443Kb)  |  Favorite  |  View/Download:21/1  |  Submit date:2021/01/24
Deep matrix factorization  lifelong machine learning  multiview learning  sparse subspace learning  
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation with Endoscopy Images of Gastrointestinal Tract 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2021, 卷号: 25, 期号: 2, 页码: 514-525
Authors:  Wang S(王帅);  Cong Y(丛杨);  Zhu, Hancan;  Chen, Xianyi;  Qu LQ(屈靓琼);  Fan HJ(范慧杰);  Zhang, Qiang;  Liu, Mingxia
Adobe PDF(4432Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2021/02/27
Multi-scale Context  fully convolutional network  lesion segmentation  endoscopy image  gastrointestinal tract  
What and How: Generalized Lifelong Spectral Clustering via Dual Memory 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
Authors:  Sun G(孙干);  Cong Y(丛杨);  Dong JH(董家华);  Liu YY(刘宇阳);  Ding ZM(丁正明);  Yu HB(于海斌)
Adobe PDF(14262Kb)  |  Favorite  |  View/Download:5/0  |  Submit date:2021/02/27
Lifelong Machine Learning  Spectral Clustering  Deep Transfer Learning  Neural Networks  
机器人化体表病灶区域定位跟踪系统 专利
专利类型: 发明, 专利号: CN111420301A, 公开日期: 2020-07-17,
Inventors:  丛杨;  唐旭
Adobe PDF(509Kb)  |  Favorite  |  View/Download:33/6  |  Submit date:2020/08/08
机器人化激光美容和治疗系统 专利
专利类型: 发明, 专利号: CN111420290A, 公开日期: 2020-07-17,
Inventors:  丛杨;  唐旭
Adobe PDF(559Kb)  |  Favorite  |  View/Download:36/6  |  Submit date:2020/08/08
一种基于视触觉混合感知的皮肤检测系统 专利
专利类型: 发明, 专利号: CN110870761A, 公开日期: 2020-03-10,
Inventors:  丛杨;  田冬英;  张涛
Adobe PDF(563Kb)  |  Favorite  |  View/Download:47/6  |  Submit date:2020/03/13
Fast Multi-View Outlier Detection via Deep Encoder 期刊论文
IEEE Transactions on Big Data, 2020, 页码: 1-11
Authors:  Hou DD(侯冬冬);  Cong Y(丛杨);  Sun G(孙干);  Dong JH(董家华);  Li, Jun;  Li, Kai
Adobe PDF(15289Kb)  |  Favorite  |  View/Download:75/13  |  Submit date:2020/07/18
Outlier detection  Multiple views  Large-scale dataset  Deep encoder  
Reliable Multi-Kernel Subtask Graph Correlation Tracker 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 8120-8133
Authors:  Fan BJ(范保杰);  Cong Y(丛杨);  Tian JD(田建东);  Tang YD(唐延东)
Adobe PDF(9487Kb)  |  Favorite  |  View/Download:75/11  |  Submit date:2020/08/28
Target tracking  Correlation  Kernel  Feature extraction  Robustness  Laplace equations  Layered multi-subtask learning  correction filter tracking  temporal-spatial consistency  object tracking  
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 页码: 1-14
Authors:  Dong JH(董家华);  Cong Y(丛杨);  Sun G(孙干);  Yang YS(杨云生);  Xu XW(徐晓伟);  Ding ZM(丁正明)
Adobe PDF(4276Kb)  |  Favorite  |  View/Download:71/9  |  Submit date:2020/10/24
Weakly-supervised learning  endoscopic lesions segmentation  semantic knowledge transfer  domain adaptation