中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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自动化研究所 [58]
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期刊论文 [103]
学位论文 [13]
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Water quality prediction based on sparse dataset using enhanced machine learning
期刊论文
OAI收割
ENVIRONMENTAL SCIENCE AND ECOTECHNOLOGY, 2024, 卷号: 20, 页码: 100402
作者:
Huang, Sheng
;
Xia, Jun
;
Wang, Yueling
;
Lei, Jiarui
;
Wang, Gangsheng
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/06/17
Water quality modeling
Sparse measurement
River -lake confluence
Long short-term memory
Load estimator
Machine learning
SWISTA-Nets: Subband-adaptive wavelet iterative shrinkage thresholding networks for image reconstruction
期刊论文
OAI收割
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 卷号: 113, 页码: 12
作者:
Lu, Binchun
;
Fu, Lidan
  |  
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2024/05/30
Image reconstruction
Inverse problem
Deep learning
Iterative shrinkage-thresholding algorithm
Electromagnetic tomography
Sparse-view CT
A Two-layer Encoding Learning Swarm Optimizer based on Frequent Itemsets for Sparse Large-scale Multi-objective Optimization
期刊论文
OAI收割
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1342-1357
作者:
Sheng Qi
;
Rui Wang
;
Tao Zhang
;
Xu Yang
;
Ruiqing Sun
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/05/22
Evolutionary algorithms
learning swarm optimization
sparse large-scale optimization
sparse large-scale multi-objective problems
two-layer encoding
Cognitive Fusion of Graph Neural Network and Convolutional Neural Network for Enhanced Hyperspectral Target Detection
期刊论文
OAI收割
IEEE Transactions on Geoscience and Remote Sensing, 2024, 卷号: 62, 页码: 1-15
作者:
Xu, Shufang
;
Geng, Sijie
;
Xu, Pengfei
;
Chen, Zhonghao
;
Gao, Hongmin
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/08/15
Attention mechanism
deep learning (DL)
graph neural network (GNN)
hyperspectral target detection(HTD)
sparse subspace clustering (SSC)
Robust Sparse Bayesian Two-Dimensional Direction-of-Arrival Estimation with Gain-Phase Errors
期刊论文
OAI收割
SENSORS, 2023, 卷号: 23, 期号: 23, 页码: 17
作者:
Jin, Xu
;
Wang, Xuhu
;
Hou, Yujun
;
Hao, Siyuan
;
Wang, Xinjie
  |  
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2024/04/07
two-dimensional direction-of-arrival (2D DOA)
gain-phase errors
sparse signal reconstruction
sparse Bayesian learning
L-shaped array
Continuous Exploration via Multiple Perspectives in Sparse Reward Environment
会议论文
OAI收割
厦门国际会议中心, 2023-10-13
作者:
Chen ZP(陈忠鹏)
;
Guan Q(关强)
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2024/06/04
Reinforcement Learning · Exploration Strategy · Sparse Reward · Intrinsic Motivation
Relay Hindsight Experience Replay: Self-guided continual reinforcement learning for sequential object manipulation tasks with sparse rewards
期刊论文
OAI收割
NEUROCOMPUTING, 2023, 卷号: 557
作者:
Luo, Yongle
;
Wang, Yuxin
;
Dong, Kun
;
Zhang, Qiang
;
Cheng, Erkang
  |  
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2023/11/10
Deep reinforcement learning
Robotic manipulation
Continual learning
Hindsight experience replay
Sparse reward
Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks
会议论文
OAI收割
Washington DC, USA, 2023-2-7
作者:
Pei Xu
;
Junge Zhang
;
Qiyue Yin
;
Chao Yu
;
Yaodong Yang
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/06/19
deep reinforcement learning
sparse reward
exploration
multi-agent
Class-Oriented Self-Learning Graph Embedding for Image Compact Representation
期刊论文
OAI收割
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 74-87
作者:
Hu, Liangchen
;
Dai, Zhenlei
;
Tian, Lei
;
Zhang, Wensheng
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2023/03/20
Sparse matrices
Manifolds
Machine learning algorithms
Laplace equations
Heuristic algorithms
Data models
Data mining
Adaptive graph learning
separability examination
marginal information preserving
L-2,L-p-norm sparsity
compact representation
PGNet: Projection generative network for sparse-view reconstruction of projection-based magnetic particle imaging
期刊论文
OAI收割
MEDICAL PHYSICS, 2022, 页码: 18
作者:
Wu, Xiangjun
;
He, Bingxi
;
Gao, Pengli
;
Zhang, Peng
;
Shang, Yaxin
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2022/11/21
deep learning
field-free line
magnetic particle imaging
sparse view