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Geometry Flow-Based Deep Riemannian Metric Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1882-1892
作者:
Yangyang Li
;
Chaoqun Fei
;
Chuanqing Wang
;
Hongming Shan
;
Ruqian Lu
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/08/10
Curvature regularization
deep metric learning (DML)
embedding learning
geometry flow
riemannian metric
Hierarchical Neighbors Embedding
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Liu, Shenglan
;
Yu, Yang
;
Liu, Kaiyuan
;
Wang, Feilong
;
Wen, Wujun
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  |  
浏览/下载:15/0
  |  
提交时间:2023/01/09
Data sparsity
hierarchical neighbors
manifold learning
topological and geometrical properties. the introduced to
WTFM Layer: An Effective Map Extractor for Unsupervised Shape Correspondence
期刊论文
COMPUTER GRAPHICS FORUM, 2022, 卷号: 41, 期号: 7, 页码: 51-61
作者:
Liu, Shengjun
;
Xu, Haojun
;
Yan, Dong-Ming
;
Hu, Ling
;
Liu, Xinru
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  |  
浏览/下载:0/0
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提交时间:2023/11/17
Generalized linking theorem with applications to nonautonomous Hamiltonian systems and Dirac equations on compact spin manifold
期刊论文
COMMUNICATIONS IN CONTEMPORARY MATHEMATICS, 2021, 卷号: 23, 期号: 06, 页码: 25
作者:
Liu, Yanyan
;
Li, Chong
;
Li, Shujie
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  |  
浏览/下载:99/0
  |  
提交时间:2021/10/26
Strongly indefinite superlinear problem
prescribed number of nontrivial solutions
nonautonomous Hamiltonian systems
Dirac equations on compact spin manifold
Cross-modal semantic correlation learning by Bi-CNN network
期刊论文
IET IMAGE PROCESSING, 2021, 页码: 11
作者:
Wang, Chaoyi
;
Li, Liang
;
Yan, Chenggang
;
Wang, Zhan
;
Sun, Yaoqi
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  |  
浏览/下载:36/0
  |  
提交时间:2021/12/01
VMAN: A Virtual Mainstay Alignment Network for Transductive Zero-Shot Learning
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 4316-4329
作者:
Xie, Guo-Sen
;
Zhang, Xu-Yao
;
Yao, Yazhou
;
Zhang, Zheng
;
Zhao, Fang
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  |  
浏览/下载:37/0
  |  
提交时间:2021/06/07
Semantics
Training
Task analysis
Image reconstruction
Whales
Manifolds
Generative adversarial networks
Zero-shot learning
virtual sample generation
transductive
Graph Regularized Encoder-Decoder Networks for Image Representation Learning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3124-3136
作者:
Yang, Shijie
;
Li, Liang
;
Wang, Shuhui
;
Zhang, Weigang
;
Huang, Qingming
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  |  
浏览/下载:21/0
  |  
提交时间:2021/12/01
Laplace equations
Visualization
Manifolds
Image reconstruction
Task analysis
Decoding
Semantics
Auto-encoder
encoder-decoder
graph regularizer
image representation learning
Markov Chain Neighborhood Sparse Preserving Graph Embedding Based on Tensor Factorization for Batch Process Monitoring
期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 16211-16224
作者:
Zhao, Xiaoqiang
;
Mou, Miao
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  |  
浏览/下载:19/0
  |  
提交时间:2021/03/02
Batch data processing
Dimensionality reduction
Embeddings
Factorization
Graph algorithms
Graph theory
Process control
Process monitoring
Tensors
Batch process monitoring
Graph embeddings
Information loss
Markov chain analysis
Monitoring results
Simulation process
Tensor factorization
Three dimensions
What and How: Generalized Lifelong Spectral Clustering via Dual Memory
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021, 页码: 1-13
作者:
Sun G(孙干)
;
Cong Y(丛杨)
;
Dong JH(董家华)
;
Liu YY(刘宇阳)
;
Ding ZM(丁正明)
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/02/27
Lifelong Machine Learning
Spectral Clustering
Deep Transfer Learning
Neural Networks
Sparse representation preserving embedding based on extreme learning machine for process monitoring
期刊论文
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2020, 卷号: 42, 期号: 10, 页码: 1895-1907
作者:
Hui Yongyong
;
Zhao Xiaoqiang
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  |  
浏览/下载:2/0
  |  
提交时间:2020/06/02
Process monitoring
extreme learning machine
neighborhood preserving embedding
sparse representation
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