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Reconstruction of Fluorescence Molecular Tomography via a Fused LASSO Method Based on Group Sparsity Prior 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2019, 卷号: 66, 期号: 5, 页码: 1361-1371
Authors:  Jiang, Shixin;  Liu, Jie;  Zhang, Guanglei;  An, Yu;  Meng, Hui;  Gao, Yuan;  Wang, Kun;  Tian, Jie
View  |  Adobe PDF(5641Kb)  |  Favorite  |  View/Download:30/2  |  Submit date:2019/07/11
Fluorescence molecular tomography  image reconstruction  fused LASSO method  group sparsity  
基于深度学习的医疗问答和文本匹配技术 研究报告
2018
Authors:  汪天一
Adobe PDF(1040Kb)  |  Favorite  |  View/Download:94/1  |  Submit date:2019/01/15
医疗  深度学习  问答系统  
基于多源信息的自动摘要方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2018
Authors:  李浩然
Adobe PDF(2164Kb)  |  Favorite  |  View/Download:86/5  |  Submit date:2019/01/25
自动摘要  多语言  多文档  多模态  
Learning with Average Top-k Loss 会议论文
, Long Beach, CA, USA, 2017
Authors:  Fan, Yanbo;  Lyu, Siwei;  Ying, Yiming;  Hu, Bao-Gang
View  |  Adobe PDF(532Kb)  |  Favorite  |  View/Download:123/50  |  Submit date:2018/01/05
Supervised Learning  Aggregate Loss  Average Top-k  
Self-Paced Learning: An Implicit Regularization Perspective 会议论文
, San Francisco, California USA, 2017
Authors:  Yanbo Fan;  Ran He;  Jian Liang;  Baogang Hu
View  |  Adobe PDF(890Kb)  |  Favorite  |  View/Download:114/37  |  Submit date:2018/01/05
自适应动态规划及其在多智能体中的应用 学位论文
, 北京: 中国科学院大学, 2016
Authors:  林汉权
Adobe PDF(2636Kb)  |  Favorite  |  View/Download:212/9  |  Submit date:2016/06/20
自适应动态规划  强化学习  多智能体  神经网络  高斯过程  
Robust Subspace Clustering With Complex Noise 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4001-4013
Authors:  Ran He(赫然);  Yingya Zhang;  Zhenan Sun;  Qiyue Yin;  He, Ran
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Subspace Clustering  Subspace Segmentation  Correntropy  Half-quadratic Minimization  
Retargeted Least Squares Regression Algorithm 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 2206-2213
Authors:  Zhang, Xu-Yao;  Wang, Lingfeng;  Xiang, Shiming;  Liu, Cheng-Lin
View  |  Adobe PDF(1260Kb)  |  Favorite  |  View/Download:193/61  |  Submit date:2015/10/13
Least Squares Regression (Lsr)  Multicategory Classification  Retargeting  
连续状态系统的近似最优在线强化学习 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  朱圆恒
Adobe PDF(2679Kb)  |  Favorite  |  View/Download:263/0  |  Submit date:2015/09/02
强化学习  最优控制  近似策略迭代  概率近似最优  连续状态系统  收敛性  在线学习  Kd树  Reinforcement Learning  Optimal Control  Approximate Policy Iteration  Probably Approximately Correct  Continuous-state System  Convergence  Online Learning  Kd-tree  
Half-quadratic based Iterative Minimization for Robust Sparse Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 2, 页码: 261-275
Authors:  Ran He(赫然);  Weishi Zheng;  Tieniu Tan;  Zhenan Sun;  He, Ran
View  |  Adobe PDF(1429Kb)  |  Favorite  |  View/Download:107/47  |  Submit date:2015/08/12
l(1)-minimization  Half-quadratic Optimization  Sparse Representation  M-estimator  Correntropy