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Dictionary Learning of Spatial Variability at a Specific Site Using Data from Other Sites
Journal article
Guan, Zheng, Wang, Yu, Phoon, Kok Kwang. Dictionary Learning of Spatial Variability at a Specific Site Using Data from Other Sites[J]. Journal of Geotechnical and Geoenvironmental Engineering, 2024, 150(9), 04024072.
Authors:
Guan, Zheng
;
Wang, Yu
;
Phoon, Kok Kwang
Favorite
|
TC[WOS]:
0
TC[Scopus]:
2
IF:
3.9
/
4.5
|
Submit date:2024/08/05
Bayesian Learning
Dictionary Learning
Geotechnical Site Characterization
Prior Knowledge
Spatial Variability
Cross-Domain Few-Shot classification via class-shared and class-specific dictionaries
Journal article
Xu, Renjie, Xing, Lei, Liu, Baodi, Tao, Dapeng, Cao, Weijia, Liu, Weifeng. Cross-Domain Few-Shot classification via class-shared and class-specific dictionaries[J]. Pattern Recognition, 2023, 144, 109811.
Authors:
Xu, Renjie
;
Xing, Lei
;
Liu, Baodi
;
Tao, Dapeng
;
Cao, Weijia
; et al.
Favorite
|
TC[WOS]:
6
TC[Scopus]:
6
IF:
7.5
/
7.6
|
Submit date:2023/09/21
Collaborative Representation
Cross-domain
Dictionary Learning
Few-shot Learning
A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods
Journal article
Mohammad Hassan Daneshvar, Hassan Sarmadi, Ka-Veng Yuen. A locally unsupervised hybrid learning method for removing environmental effects under different measurement periods[J]. MEASUREMENT, 2023, 208, 112465.
Authors:
Mohammad Hassan Daneshvar
;
Hassan Sarmadi
;
Ka-Veng Yuen
Favorite
|
TC[WOS]:
15
TC[Scopus]:
22
IF:
5.2
/
4.8
|
Submit date:2023/02/22
Dictionary Learning
Environmental Variability
Hybrid Learning
Local Learning
Structural Health Monitoring
Unsupervised Learning
Deep Dynamic Memory Augmented Attentional Dictionary Learning for Image Denoising
Journal article
Zhou,Zheng, Chen,Yongyong, Zhou,Yicong. Deep Dynamic Memory Augmented Attentional Dictionary Learning for Image Denoising[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(9), 4784-4797.
Authors:
Zhou,Zheng
;
Chen,Yongyong
;
Zhou,Yicong
Favorite
|
TC[WOS]:
6
TC[Scopus]:
7
IF:
8.3
/
7.1
|
Submit date:2023/08/03
Dynamic Memory
Attention
Dictionary Learning
Residual Connection
Image Denoising
Nested Architecture Search for Point Cloud Semantic Segmentation
Journal article
Yang,Fan, Li,Xin, Shen,Jianbing. Nested Architecture Search for Point Cloud Semantic Segmentation[J]. IEEE Transactions on Image Processing, 2023, 32, 2889-2900.
Authors:
Yang,Fan
;
Li,Xin
;
Shen,Jianbing
Favorite
|
TC[WOS]:
10
TC[Scopus]:
10
IF:
10.8
/
12.1
|
Submit date:2023/08/03
Dictionary Learning
Representation Learning
Scene Parsing
Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification
Journal article
Cai, Yuying, Li, Jinfeng, Liu, Baodi, Cao, Weijia, Chen, Honglong, Liu, Weifeng. Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification[J]. Neural Processing Letters, 2022.
Authors:
Cai, Yuying
;
Li, Jinfeng
;
Liu, Baodi
;
Cao, Weijia
;
Chen, Honglong
; et al.
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
2.6
/
2.4
|
Submit date:2022/08/05
Dictionary Learning
Domain Adaptation
Maximum Mean Discrepancy (Mmd)
Nyström Method
Sparse Representation
Class Shared Dictionary Learning for Few-Shot Remote Sensing Scene Classification
Journal article
Xing, Lei, Zhao, Lifei, Cao, Weijia, Ge, Xinmin, Liu, Weifeng, Liu, Baodi. Class Shared Dictionary Learning for Few-Shot Remote Sensing Scene Classification[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19, 6512805.
Authors:
Xing, Lei
;
Zhao, Lifei
;
Cao, Weijia
;
Ge, Xinmin
;
Liu, Weifeng
; et al.
Favorite
|
TC[WOS]:
6
TC[Scopus]:
10
IF:
4.0
/
4.4
|
Submit date:2022/08/05
Data Mining
Dictionaries
Dictionary Learning
Feature Extraction
Few-shot Learning
Image Analysis
Remote Sensing
Remote Sensing Scene Classification
Task Analysis
Training
Subspace-level dictionary fusion for robust multimedia classification
Journal article
Jianhang Zhou, Shaoning Zeng, Bob Zhang. Subspace-level dictionary fusion for robust multimedia classification[J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80(14), 21885-21898.
Authors:
Jianhang Zhou
;
Shaoning Zeng
;
Bob Zhang
Favorite
|
TC[WOS]:
0
TC[Scopus]:
0
IF:
3.0
/
2.9
|
Submit date:2021/12/08
Classification
Dictionary Learning
Multimedia
Subspace
Fast and Robust Dictionary-based Classification for Image Data
Journal article
Zeng, S., Zhang, B., Gou, J., Xu, Y., Huang, W.. Fast and Robust Dictionary-based Classification for Image Data[J]. ACM Transactions on Knowledge Discovery from Data (TKDD), 2021, 15(6), 97.
Authors:
Zeng, S.
;
Zhang, B.
;
Gou, J.
;
Xu, Y.
;
Huang, W.
Favorite
|
TC[WOS]:
7
TC[Scopus]:
7
IF:
4.0
/
3.9
|
Submit date:2022/07/13
Image Classification
Regularization
Sparse Representation
Dictionary Learning
Svd
Structured analysis dictionary learning based on discriminative Fisher pair
Journal article
Li,Zhengming, Zhang,Zheng, Wang,Shuihua, Ma,Ruijun, Lei,Fangyuan, Xiang,Dan. Structured analysis dictionary learning based on discriminative Fisher pair[J]. Journal of Ambient Intelligence and Humanized Computing, 2021, 14, 5647-5664.
Authors:
Li,Zhengming
;
Zhang,Zheng
;
Wang,Shuihua
;
Ma,Ruijun
;
Lei,Fangyuan
; et al.
Favorite
|
TC[WOS]:
4
TC[Scopus]:
2
IF:
3.662
/
3.718
|
Submit date:2023/08/03
Analysis Dictionary Learning
Discriminative Fisher Criterion
Image Classification
Synthesis Dictionary Learning