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Stability and Generalization of Hypergraph Collaborative Networks
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 184-196
作者:
Michael K. Ng
收藏
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浏览/下载:54/0
  |  
提交时间:2024/01/25
Hypergraphs, vertices, hyperedges, collaborative networks, graph convolutional neural networks (CNNs), stability, generalization guarantees
Detection of Oscillations in Process Control Loops From Visual Image Space Using Deep Convolutional Networks
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 982-995
作者:
Tao Wang
;
Qiming Chen
;
Xun Lang
;
Lei Xie
;
Peng Li
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  |  
浏览/下载:1/0
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提交时间:2024/03/18
Convolutional neural networks (CNNs)
deep learning
image processing
oscillation detection
process industries
BGL-Net: A Brain-Inspired Global-Local Information Fusion Network for Alzheimers Disease Based on sMRI
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2023, 卷号: 15, 期号: 3, 页码: 1161-1169
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Peng, Liang
;
Zhou, Xiao-Hu
;
Ni, Zhen-Liang
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  |  
浏览/下载:3/0
  |  
提交时间:2023/12/21
Alzheimer's disease (AD)
cognitive assessment
convolutional neural networks (CNNs)
graph neural networks
structural magnetic resonance imaging (sMRI)
Auditory Receptive Field Net Based Automatic Snore Detection for Wearable Devices
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 5, 页码: 2255-2263
作者:
Hu, Xiyuan
;
Sun, Jingpeng
;
Dong, Jinping
;
Zhang, Xuyun
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  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Feature extraction
Sleep apnea
Hidden Markov models
Mel frequency cepstral coefficient
Convolution
Computational modeling
Brain modeling
Artificial intelligence (AI)
convolutional neural networks (CNNs)
auditory receptive field (ARF) module
snore detection
Scribble-Supervised Video Object Segmentation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 339-353
作者:
Peiliang Huang
;
Junwei Han
;
Nian Liu
;
Jun Ren
;
Dingwen Zhang
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  |  
浏览/下载:64/0
  |  
提交时间:2021/11/03
Convolutional neural networks (CNNs)
scribble
self-attention
video object segmentation
weakly supervised
Pairwise Comparison Network for Remote Sensing Scene Classification
期刊论文
IEEE Geoscience and Remote Sensing Letters, 2022, 卷号: 19
作者:
Zhang, Yue
;
Zheng, Xiangtao
;
Lu, Xiaoqiang
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浏览/下载:21/0
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提交时间:2022/02/07
Convolutional neural networks (CNNs)
multibranch methods
remote-sensing scene classification
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 115-126
作者:
Zhiqiang Chen
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浏览/下载:25/0
  |  
提交时间:2022/03/29
Convolutional neural networks (CNNs)
group equivariance
higher-degree weight sharing
parameter efficiency
BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 878-892
作者:
Pengwei Liang
;
Junjun Jiang
;
Xianming Liu
;
Jiayi Ma
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浏览/下载:35/0
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提交时间:2022/04/24
Blur kernel
convolutional neural networks (CNNs)
defocus deblurring
dual-pixel (DP) data
meta-learning
Gated Feature Aggregation for Height Estimation From Single Aerial Images
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Xing, Siyuan
;
Dong, Qiulei
;
Hu, Zhanyi
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  |  
浏览/下载:17/0
  |  
提交时间:2022/01/27
Estimation
Decoding
Logic gates
Training
Feature extraction
Testing
Encoding
Convolutional neural networks (CNNs)
gate mechanism
height estimation
progressive refinement
ECBC: Efficient Convolution via Blocked Columnizing
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Zhao, Tianli
;
Hu, Qinghao
;
He, Xiangyu
;
Xu, Weixiang
;
Wang, Jiaxing
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/01/27
Convolution
Tensors
Layout
Memory management
Indexes
Transforms
Performance evaluation
Convolutional neural networks (CNNs)
direct convolution
high performance computing for mobile devices
im2col convolution
memory-efficient convolution (MEC)
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