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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：32/2 | Submit date：2021/01/17
Clustering analysis lifelong machine learning multitask learning (MTL) transfer learning |
| MBNN: A Multi-Branch Neural Network Capable of Utilizing Industrial Sample Unbalance for Fast Inference 期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 2, 页码: 1809-1819
Authors: Wang QZ(王其朝); Wang K(王锴); Li Q(李庆); Yang, Zuye; Jin, Guangshu; Wang H(王宏)
Adobe PDF(2700Kb) | Favorite | View/Download：47/1 | Submit date：2021/01/17
Fault diagnosis Neural networks Complexity theory Computational modeling Sensors Optimization Real-time systems Neural network architecture fault diagnosis fast inference unbalance sample |
| 基于表面肌电的意图识别方法在非理想条件下的研究进展 期刊论文
自动化学报, 2021, 页码: 1-19
Authors: 李自由; 赵新刚; 张弼; 丁其川; 张道辉; 韩建达
Adobe PDF(968Kb) | Favorite | View/Download：31/4 | Submit date：2021/01/17
肌电信号 研究进展 非理想条件 模式识别 |
| 基于迁移学习和知识蒸馏的加热炉温度预测方法 期刊论文
计算机集成制造系统, 2021, 页码: 1-13
Authors: 翟乃举; 周晓锋; 李帅; 史海波
Adobe PDF(1042Kb) | Favorite | View/Download：28/1 | Submit date：2021/01/17
加热炉 迁移学习 时间卷积网络 知识蒸馏 |
| iCmSC: Incomplete Cross-Modal Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 305-317
Authors: Wang QQ(王倩倩); Lian, Huanhuan; Sun G(孙干); Gao QX(高全学); Jiao, Licheng
Adobe PDF(6218Kb) | Favorite | View/Download：45/2 | Submit date：2020/12/31
Cross-modal subspace clustering incomplete data deep canonical correlation analysis l(1,2)-norm |
| Deep Retinex Network for Single Image Dehazing 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1100-1115
Authors: Li PY(李鹏越); Tian JD(田建东); Tang YD(唐延东); Wang GL(王国霖); Wu CD(吴成东)
Adobe PDF(8798Kb) | Favorite | View/Download：77/2 | Submit date：2020/12/31
Image dehazing retinex theory pixel-wise attention image restoration |
| 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：23/1 | Submit date：2021/01/24
Deep matrix factorization lifelong machine learning multiview learning sparse subspace learning |
| Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 281-292
Authors: Tang FZ(唐凤珍); Fan ML(范孟灵); Tino, Peter
Adobe PDF(1359Kb) | Favorite | View/Download：17/1 | Submit date：2021/01/24
Generalized learning vector quantization (GLVQ) learning vector quantization (LVQ) Riemannian geodesic distances Riemannian manifold |
| Prediction of residual stress induced by laser shock processing based on artificial neural networks for FGH4095 superalloy 期刊论文
Materials Letters, 2021, 卷号: 286, 页码: 1-4
Authors: Wu JJ(吴嘉俊); Li YH(李营浩); Zhao JB(赵吉宾); Qiao HC(乔红超); Lu Y(陆莹); Sun BY(孙博宇); Hu XL(胡宪亮); Yang YQ(杨玉奇)
Adobe PDF(1323Kb) | Favorite | View/Download：145/3 | Submit date：2021/01/24
Laser shock processing FGH4095 superalloy Artificial neural network Residual stress |
| Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets 期刊论文
IEEE Transactions on Image Processing, 2021, 卷号: 30, 页码: 1439-1452
Authors: Ren WH(任卫红); Wang, Xinchao; Tian JD(田建东); Tang YD(唐延东); Chan, Antoni B.
Adobe PDF(5208Kb) | Favorite | View/Download：29/0 | Submit date：2021/01/17
People tracking crowd density map multiple people tracking flow tracking |
