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数学与系统科学研究... [18]
自动化研究所 [12]
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OAI收割 [54]
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期刊论文 [50]
学位论文 [3]
会议论文 [1]
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2024 [2]
2023 [1]
2022 [8]
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Fourier ptychographic reconstruction with denoising diffusion probabilistic models
期刊论文
OAI收割
Optics and Laser Technology, 2024, 卷号: 176
作者:
Wu, Kai
;
Pan, An
;
Gao, Wei
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/08/13
Fourier ptychographic microscopy
Denoising diffusion probabilistic models
Deep learning
State matching
Gradient descent correction
Sketch-fusion: A gradient compression method with multi-layer fusion for communication-efficient distributed training
期刊论文
OAI收割
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2024, 卷号: 185, 页码: 10
作者:
Dai, Lingfei
;
Gong, Luqi
;
An, Zhulin
;
Xu, Yongjun
;
Diao, Boyu
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2024/05/20
Gradient compression
Multi-layer fusion
Distributed stochastic gradient descent
Deep learning training
Compressive Reconstruction Based on Sparse Autoencoder Network Prior for Single-Pixel Imaging
期刊论文
OAI收割
PHOTONICS, 2023, 卷号: 10, 期号: 10
作者:
Zeng, Hong
;
Dong, Jiawei
;
Li, Qianxi
;
Chen, Weining
;
Dong, Sen
  |  
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2023/12/05
sparse autoencoder network prior
single-photon counting compressive imaging
single-pixel imaging
multi-channel prior
numerical gradient descent
INN: Interfaced neural networks as an accessible meshless approach for solving interface PDE problems
期刊论文
OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 470, 页码: 18
作者:
Wu, Sidi
;
Lu, Benzhuo
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2023/02/07
Interface problems
Multiple-gradient descent
Neural network
PDEs
A Multilayered-and-Randomized Latent Factor Model for High-Dimensional and Sparse Matrices
期刊论文
OAI收割
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 3, 页码: 784-794
作者:
Yuan, Ye
;
He, Qiang
;
Luo, Xin
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2022/08/22
Computational modeling
Sparse matrices
Big Data
Data models
Stochastic processes
Training
Software algorithms
Big data
latent factor analysis
generally multilayered structure
deep forest
multilayered extreme learning machine
randomized-learning
high-dimensional and sparse matrix
stochastic gradient descent
randomized model
Large-Scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems
期刊论文
OAI收割
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 2, 页码: 420-431
作者:
Shi, Xiaoyu
;
He, Qiang
;
Luo, Xin
;
Bai, Yanan
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/08/22
Recommender systems
Training
Optimization
Big Data
Cloud computing
Computational modeling
Sparse matrices
Recommender system
latent factor analysis
high-dimensional and sparse matrices
alternative stochastic gradient descent
distributed computing
Adjusted stochastic gradient descent for latent factor analysis
期刊论文
OAI收割
INFORMATION SCIENCES, 2022, 卷号: 588, 页码: 196-213
作者:
Li, Qing
;
Xiong, Diwen
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/08/22
Big data analysis
High-dimensional and incomplete matrix
Stochastic gradient descent
Latent factor analysis
Gradient adjustment
Adaptive model
Particle swarm optimization
Local optima
Three-Dimensional Inversion of Semi-Airborne Transient Electromagnetic Data Based on a Particle Swarm Optimization-Gradient Descent Algorithm
期刊论文
OAI收割
APPLIED SCIENCES-BASEL, 2022, 卷号: 12, 期号: 6, 页码: 16
作者:
He, Yiming
;
Xue, Guoqiang
;
Chen, Weiying
;
Tian, Zhongbin
  |  
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2022/07/06
semi-airborne transient electromagnetics
three-dimensional inversion
particle swarm optimization
gradient descent
trim filter function
Towards Better Generalization of Deep Neural Networks via Non-Typicality Sampling Scheme
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 11
作者:
Peng, Xinyu
;
Wang, Fei-Yue
;
Li, Li
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/06/06
Training
Estimation
Deep learning
Standards
Optimization
Noise measurement
Convergence
Deep learning
generalization performance
nontypicality sampling scheme
stochastic gradient descent (SGD)
RNN for Repetitive Motion Generation of Redundant Robot Manipulators: An Orthogonal Projection-Based Scheme
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 615-628
作者:
Xie, Zhengtai
;
Jin, Long
;
Luo, Xin
;
Sun, Zhongbo
;
Liu, Mei
  |  
收藏
  |  
浏览/下载:35/0
  |  
提交时间:2022/08/22
Manipulators
Kinematics
Recurrent neural networks
Task analysis
Redundancy
Error elimination
gradient descent method
orthogonal projection method
recurrent neural network (RNN)
redundant manipulators
repetitive motion generation (RMG)