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Statistical mechanics of continual learning: Variational principle and mean-field potential
期刊论文
PHYSICAL REVIEW E, 2023, 卷号: 108, 期号: 1, 页码: 14309
作者:
Li, Chan
;
Huang, Zhenye
;
Zou, Wenxuan
;
Huang, Haiping
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浏览/下载:0/0
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提交时间:2023/12/07
NETWORKS
An advanced plasma current tomography method based on Bayesian inference and neural networks for real-time application
期刊论文
PLASMA PHYSICS AND CONTROLLED FUSION, 2022, 卷号: 64
作者:
Liu, Zijie
;
Luo, Zhengping
;
Wang, Tianbo
;
Huang, Yao
;
Wang, Yuehang
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浏览/下载:25/0
  |  
提交时间:2022/12/23
plasma current tomography
Bayesian inference
neural network
Adaptive residual CNN-based fault detection and diagnosis system of small modular reactors
期刊论文
APPLIED SOFT COMPUTING, 2022, 卷号: 114
作者:
Yao, Yuantao
;
Wang, Jianye
;
Xie, Min
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浏览/下载:51/0
  |  
提交时间:2022/02/14
Fault detection and diagnosis
Deep learning
Residual CNNs
Bayesian optimization
Small modular reactors
Progressive Feature Learning for Facade Parsing With Occlusions
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 2081-2093
作者:
Ma, Wenguang
;
Xu, Shibiao
;
Ma, Wei
;
Zhang, Xiaopeng
;
Zha, Hongbin
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浏览/下载:17/0
  |  
提交时间:2022/06/06
Uncertainty
Bayes methods
Convolutional neural networks
Buildings
Training
Context modeling
Representation learning
Facade parsing
occlusion
feature representation
manmade structure
Fault detection and diagnosis of the air handling unit via an enhanced kernel slow feature analysis approach considering the time-wise and batch-wise dynamics
期刊论文
ENERGY AND BUILDINGS, 2021, 卷号: 253, 页码: 22
作者:
Zhang, Hanyuan
;
Li, Chengdong
;
Li, Ding
;
Zhang, Yunchu
;
Peng, Wei
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浏览/下载:44/0
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提交时间:2021/12/28
Air handling unit
Fault detection and diagnosis
Kernel slow feature analysis
Multiway data analysis
Discriminant analysis
A new oil spill detection algorithm based on Dempster-Shafer evidence theory
期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2021, 页码: 14
作者:
Zhang, Tianlong
;
Guo, Jie
;
Xu, Chenqi
;
Zhang, Xi
;
Wang, Chuanyuan
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  |  
浏览/下载:22/0
  |  
提交时间:2021/11/09
synthetic aperture radar (SAR) data
oil spill detection
subjective Bayesian
Faster-region convolutional neural networks (RCNN)
Dempster-Shafer evidence theory
Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Lan, Hui
;
Liu, Ziquan
;
Hsiao, Janet H.
;
Yu, Dan
;
Chan, Antoni B.
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浏览/下载:11/0
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提交时间:2022/04/02
Hidden Markov models
Bayes methods
Data models
Computational modeling
Mixture models
Clustering algorithms
Analytical models
Clustering
hidden Markov mixture model (H3M)
hierarchical EM
variational Bayesian (VB)
Quantitative MRI-based radiomics for noninvasively predicting molecular subtypes and survival in glioma patients
期刊论文
NPJ PRECISION ONCOLOGY, 2021, 卷号: 5, 期号: 1, 页码: 9
作者:
Yan, Jing
;
Zhang, Bin
;
Zhang, Shuaitong
;
Cheng, Jingliang
;
Liu, Xianzhi
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浏览/下载:36/0
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提交时间:2021/11/02
AN ACCELERATION STRATEGY FOR RANDOMIZE-THEN-OPTIMIZE SAMPLING VIA DEEP NEURAL NETWORKS*
期刊论文
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2021, 卷号: 39, 期号: 6, 页码: 848-864
作者:
Yan, Liang
;
Zhou, Tao
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浏览/下载:2/0
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提交时间:2022/04/02
Bayesian inverse problems
Deep neural network
Markov chain Monte Carlo
An Adaptive Surrogate Modeling Based on Deep Neural Networks for Large-Scale Bayesian Inverse Problems
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 28, 期号: 5, 页码: 2180-2205
作者:
Yan, Liang
;
Zhou, Tao
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  |  
浏览/下载:59/0
  |  
提交时间:2021/01/14
Bayesian inverse problems
deep neural networks
multi-fidelity surrogate modeling
Markov chain Monte Carlo
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