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Online Active Continual Learning for Robotic Lifelong Object Recognition 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:  Nie, Xiangli;  Deng, Zhiguang;  He, Mingdong;  Fan, Mingyu;  Tang, Zheng
收藏  |  浏览/下载：81/0  |  提交时间：2023/11/16
Task analysis  Robots  Data models  Object recognition  Learning systems  Training  Heuristic algorithms  Catastrophic forgetting  lifelong object recognition  online active learning (OAL)  online continual learning (OCL)  
Deep learning based online metallic surface defect detection method for wire and arc additive manufacturing 期刊论文
ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2023, 卷号: 80, 页码: 12
作者:  Li, Wenhao;  Zhang, Haiou;  Wang, Guilan;  Xiong, Gang;  Zhao, Meihua;  Li, Guokuan;  Li, Runsheng
收藏  |  浏览/下载：184/0  |  提交时间：2022/11/14
Wire and arc additive manufacturing  Defect detection  Online  Deep learning  
HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
作者:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Tang, Haina;  Wang, Fei-Yue
Adobe PDF(3316Kb)  |  收藏  |  浏览/下载：244/30  |  提交时间：2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
Online Semisupervised Active Classification for Multiview PolSAR Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:  Nie, Xiangli;  Fan, Mingyu;  Huang, Xiayuan;  Yang, Wenjing;  Zhang, Bo;  Ma, Xiaoshuang
收藏  |  浏览/下载：201/0  |  提交时间：2022/07/25
Task analysis  Feature extraction  Heuristic algorithms  Data models  Manifolds  Semisupervised learning  Training  Online active learning  online multiview learning  online semisupervised learning (SSL)  polarimetric synthetic aperture radar (PolSAR) data classification  
Mixture Correntropy-Based Kernel Extreme Learning Machines 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 811-825
作者:  Zheng, Yunfei;  Chen, Badong;  Wang, Shiyuan;  Wang, Weiqun;  Qin, Wei
收藏  |  浏览/下载：130/0  |  提交时间：2022/03/17
Kernel  Optimization  Learning systems  Robustness  Support vector machines  Mean square error methods  Extreme learning machine (ELM)  kernel method  mixture correntropy  online learning  
Multi-Modal Meta Multi-Task Learning for Social Media Rumor Detection 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 1449-1459
作者:  Zhang, Huaiwen;  Qian, Shengsheng;  Fang, Quan;  Xu, Changsheng
收藏  |  浏览/下载：235/0  |  提交时间：2022/06/10
Task analysis  Social networking (online)  Feature extraction  Learning systems  Semantics  Media  Blogs  Meta learning  multi-modal  multi-task learning  rumor detection  social media  
Adaptive Control of Discrete-time Nonlinear Systems Using ITF-ORVFL 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 556-563
作者:  Xiaofei Zhang;  Hongbin Ma;  Wenchao Zuo;  Man Luo
Adobe PDF(4681Kb)  |  收藏  |  浏览/下载：174/46  |  提交时间：2022/03/09
Adaptive control  initial-training-free online learning algorithm  random vector functional link networks  
Adaptive Generalized Eigenvector Estimating Algorithm for Hermitian Matrix Pencil 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1967-1979
作者:  Yingbin Gao
Adobe PDF(1699Kb)  |  收藏  |  浏览/下载：139/36  |  提交时间：2022/10/09
Deterministic discrete-time (DDT)  generalized eigenvector  learning rate  online estimation  
From general to specific: Online updating for blind super-resolution 期刊论文
Pattern Recognition, 2022, 卷号: 127, 期号: 2022, 页码: 108613
作者:  Li, Shang;  Zhang, Guixuan;  Luo, Zhengxiong;  Liu, Jie;  Zeng, Zhi;  Zhang, Shuwu
Adobe PDF(4880Kb)  |  收藏  |  浏览/下载：283/83  |  提交时间：2022/04/06
Blind super-resolution  Online updating  Internal learning  External learning  
Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2021, 页码: 36
作者:  Yang, Yongliang;  Zhu, Hufei;  Zhang, Qichao;  Zhao, Bo;  Li, Zhenning;  Wunsch, Donald C.
收藏  |  浏览/下载：191/0  |  提交时间：2021/11/02
Reproducing kernel Hilbert space  Actor-critic learning  Value function approximation  Online sparsification  Non-parametric learning