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Collaborative learning with normalization augmentation for domain generalization in time series classification Journal article
He, Qi Qiao, Gong, Xueyuan, Si, Yain Whar. Collaborative learning with normalization augmentation for domain generalization in time series classification[J]. Journal of Supercomputing, 2025, 81(1).
Authors:  He, Qi Qiao;  Gong, Xueyuan;  Si, Yain Whar
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.5/2.4 | Submit date：2025/01/22
Collaborative Learning  Domain Generalization  Normalization Augmentation  Time Series Classification  
Pre-trained SAM as data augmentation for image segmentation Journal article
Wu, Junjun, Rao, Yunbo, Zeng, Shaoning, Zhang, Bob. Pre-trained SAM as data augmentation for image segmentation[J]. CAAI Transactions on Intelligence Technology, 2024.
Authors:  Wu, Junjun;  Rao, Yunbo;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.4/6.7 | Submit date：2024/11/05
Data Augmentation  Image Segmentation  Large Model  Segment Anything Model  
Enhanced Long-Tailed Recognition With Contrastive CutMix Augmentation Journal article
Pan, Haolin, Guo, Yong, Yu, Mianjie, Chen, Jian. Enhanced Long-Tailed Recognition With Contrastive CutMix Augmentation[J]. IEEE Transactions on Image Processing, 2024, 33, 4215-4230.
Authors:  Pan, Haolin;  Guo, Yong;  Yu, Mianjie;  Chen, Jian
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.8/12.1 | Submit date：2024/08/05
Contrastive Learning  Data Augmentation  Long-tailed Recognition  
Revisiting the effects of labour, capital and scale-augmenting technological progress on steady-state output Journal article
Sheng, Li, Yin, Yechang, Zhang, Anning, Wu, Jiwei. Revisiting the effects of labour, capital and scale-augmenting technological progress on steady-state output[J]. Argumenta Oeconomica, 2024, 52(1), 179-187.
Authors:  Sheng, Li;  Yin, Yechang;  Zhang, Anning;  Wu, Jiwei
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/06/05
Factor Augmentation  Labour Augmentation  Scale Effect  Solow Model  Steady-state Growth  Uzawa’s Theorem  
GradSalMix: Gradient Saliency-Based Mix for Image Data Augmentation Conference paper
Hong, Tao, Wang, Ya, Sun, Xingwu, Lian, Fengzong, Kang, Zhanhui, Ma, Jinwen. GradSalMix: Gradient Saliency-Based Mix for Image Data Augmentation[C]. IEEE; IEEE Circuits & Syst Soc; IEEE Commun Soc; IEEE Comp Soc; IEEE Signal Proc Soc; TENCENT; Meta; Youtube; Google, 2023, 1799-1804.
Authors:  Hong, Tao;  Wang, Ya;  Sun, Xingwu;  Lian, Fengzong;  Kang, Zhanhui; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3 | Submit date：2024/02/22
Cutmix  Data Augmentation  Image Classification  Saliency Detection  
Coating Defect Detection Method Based on Data Augmentation and Network Optimization Design Journal article
Tang,Kai, Zi,Bin, Xu,Feng, Zhu,Weidong, Feng,Kai. Coating Defect Detection Method Based on Data Augmentation and Network Optimization Design[J]. IEEE Sensors Journal, 2023, 23(13), 14522-14533.
Authors:  Tang,Kai;  Zi,Bin;  Xu,Feng;  Zhu,Weidong;  Feng,Kai
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:4.3/4.2 | Submit date：2023/08/03
Coating Defect Detection  Data Augmentation  Network Optimization Design  Object Detection  
Boosting Face Recognition Performance with Synthetic Data and Limited Real Data Conference paper
W. Wang, L. Zhang, C.-M. Pun, J. Xie. Boosting Face Recognition Performance with Synthetic Data and Limited Real Data[C]:IEEE, 2023.
Authors:  W. Wang;  L. Zhang;  C.-M. Pun;  J. Xie
Favorite | TC[Scopus]:2 | Submit date：2023/08/21
Face Recognition  Synthetic Face Image Dataset  Data Augmentation  Disentanglement  
HRNet-based automatic identification of photovoltaic module defects using electroluminescence images Journal article
Zhao, Xiaolong, Song, Chonghui, Zhang, Haifeng, Sun, Xianrui, Zhao, Jing. HRNet-based automatic identification of photovoltaic module defects using electroluminescence images[J]. Energy, 2023, 267, 126605.
Authors:  Zhao, Xiaolong;  Song, Chonghui;  Zhang, Haifeng;  Sun, Xianrui;  Zhao, Jing
Favorite | TC[WOS]:21 TC[Scopus]:27  IF:9.0/8.2 | Submit date：2023/04/03
Electroluminescence  Photovoltaic  High-resolution Network  Data Augmentation  Self-fusion  
Synchronous Prediction of Asset Prices’ Multivariate Time Series Based on Multi-task Learning and Data Augmentation Conference paper
Li, Jiahao, Zhao, Qinghua, Fong, Simon, Yen, Jerome. Synchronous Prediction of Asset Prices’ Multivariate Time Series Based on Multi-task Learning and Data Augmentation[C]:Springer Science and Business Media Deutschland GmbH, 2023, 536-551.
Authors:  Li, Jiahao;  Zhao, Qinghua;  Fong, Simon;  Yen, Jerome
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Data Augmentation  Forex Forecast  Multi-task Learning  Multivariate Time Series Analysis  Synchronous Prediction  
Strip-Cutmix for Person Re-Identification Conference paper
Sun, Yuxiang, Qi, Ke, Zhou, Yicong, Qi, Yutao. Strip-Cutmix for Person Re-Identification[C], 2023.
Authors:  Sun, Yuxiang;  Qi, Ke;  Zhou, Yicong;  Qi, Yutao
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2023/12/13
Data Augmentation  Person Re-identification  Strip-cutmix