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Few-Shot Learning in Wi-Fi-Based Indoor Positioning Journal article
Xie, Feng, Lam, Soi Hoi, Xie, Ming, Wang, Cheng. Few-Shot Learning in Wi-Fi-Based Indoor Positioning[J]. Biomimetics, 2024, 9(9), 551.
Authors:  Xie, Feng;  Lam, Soi Hoi;  Xie, Ming;  Wang, Cheng
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.4/3.8 | Submit date：2024/10/10
Cosine Similarity  Few-sample Learning  Few-shot Learning  Indoor Positioning  Limited Labeled Data  Meta-learning  
The Personalized Learning by Interest Effect on Interest, Cognitive Load, Retention, and Transfer: A Meta-Analysis Journal article
Lin, Lijia, Lin, Xin, Zhang, Xiaofang, Ginns, Paul. The Personalized Learning by Interest Effect on Interest, Cognitive Load, Retention, and Transfer: A Meta-Analysis[J]. Educational Psychology Review, 2024, 36(3), 88.
Authors:  Lin, Lijia;  Lin, Xin;  Zhang, Xiaofang;  Ginns, Paul
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.1/12.5 | Submit date：2024/09/03
Cognitive Load  Interest  Meta-analysis  Personalized Learning  
A fast interpretable adaptive meta-learning enhanced deep learning framework for diagnosis of diabetic retinopathy Journal article
Wang, Maofa, Gong, Qizhou, Wan, Quan, Leng, Zhixiong, Xu, Yanlin, Yan, Bingchen, Zhang, He, Huang, Hongliang, Sun, Shaohua. A fast interpretable adaptive meta-learning enhanced deep learning framework for diagnosis of diabetic retinopathy[J]. Expert Systems with Applications, 2024, 244, 123074.
Authors:  Wang, Maofa;  Gong, Qizhou;  Wan, Quan;  Leng, Zhixiong;  Xu, Yanlin; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/05/16
Adaptive Meta-learning  Deep Learning  Few-shot Classification  Interpretability  Logistic Regression  
Federated learning on non-IID and globally long-tailed data via meta re-weighting networks Journal article
Lu, Yang, Qian, Pinxin, Yan, Shanshan, Huang, Gang, Tang, Yuan Yan. Federated learning on non-IID and globally long-tailed data via meta re-weighting networks[J]. International Journal of Wavelets, Multiresolution and Information Processing, 2024, 22(3), 2350063.
Authors:  Lu, Yang;  Qian, Pinxin;  Yan, Shanshan;  Huang, Gang;  Tang, Yuan Yan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0.9/1.1 | Submit date：2024/08/05
Federated Learning  Long-tail Learning  Meta-learning  Re-weighting  
A Full-Reference Image Quality Assessment Method via Deep Meta-Learning and Conformer Journal article
Lang, Shujun, Liu, Xu, Zhou, Mingliang, Luo, Jun, Pu, Huayan, Zhuang, Xu, Wang, Jason, Wei, Xuekai, Zhang, Taiping, Feng, Yong, Shang, Zhaowei. A Full-Reference Image Quality Assessment Method via Deep Meta-Learning and Conformer[J]. IEEE Transactions on Broadcasting, 2024, 70(1), 316-324.
Authors:  Lang, Shujun;  Liu, Xu;  Zhou, Mingliang;  Luo, Jun;  Pu, Huayan; et al.
Favorite | TC[WOS]:6 TC[Scopus]:5  IF:3.2/3.6 | Submit date：2024/02/22
Conformer  Deep Learning  Distortion  Feature Extraction  Full-reference Image Quality Assessment  Image Quality  Knowledge-driven  Meta-learning  Metalearning  Task Analysis  Visualization  
Cross-City Multi-Granular Adaptive Transfer Learning for Traffic Flow Prediction Journal article
Mo, Jiqian, Gong, Zhiguo. Cross-City Multi-Granular Adaptive Transfer Learning for Traffic Flow Prediction[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(11), 11246-11258.
Authors:  Mo, Jiqian;  Gong, Zhiguo
Favorite | TC[WOS]:6 TC[Scopus]:4  IF:8.9/8.8 | Submit date：2023/12/04
Attention  Meta-learning  Traffic Flow Prediction  Transfer Learning  
Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning Conference paper
Dong, Xingping, Shen, Jianbing, Shao, Ling. Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning[C]. Avidan S., Brostow G., Cissé M., Farinella G.M., Hassner T.:SPRINGER-VERLAG BERLINHEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2022, 169-186.
Authors:  Dong, Xingping;  Shen, Jianbing;  Shao, Ling
Favorite | TC[WOS]:6 TC[Scopus]:5 | Submit date：2023/01/30
Meta-learning  Unsupervised Learning  Clustering-friendly  
Vocabulary Acquisition through Viewing Captioned and Subtitled Video: A Scoping Review and Meta-Analysis Journal article
Reynolds, Barry Lee, Cui, Yanwen, Kao, Chian Wen, Thomas, Nathan. Vocabulary Acquisition through Viewing Captioned and Subtitled Video: A Scoping Review and Meta-Analysis[J]. Systems, 2022, 10(5), 1-20.
Authors:  Reynolds, Barry Lee;  Cui, Yanwen;  Kao, Chian Wen;  Thomas, Nathan
Favorite | TC[WOS]:9 TC[Scopus]:15  IF:2.3/2.5 | Submit date：2022/11/07
Captioning  Incidental Learning  Intentional Learning  Meta-analysis  Subtitling  Systematic Review  Video  Vocabulary Acquisition  Vocabulary Knowledge  
Flexible and Generalized Real Photograph Denoising Exploiting Dual Meta Attention Journal article
Ma, Ruijun, Li, Shuyi, Zhang, Bob, Fang, Leyuan, Li, Zhengming. Flexible and Generalized Real Photograph Denoising Exploiting Dual Meta Attention[J]. IEEE Transactions on Cybernetics, 2022, 53(10), 6395-6407.
Authors:  Ma, Ruijun;  Li, Shuyi;  Zhang, Bob;  Fang, Leyuan;  Li, Zhengming
Favorite | TC[WOS]:29 TC[Scopus]:26  IF:9.4/10.3 | Submit date：2022/08/05
Deep Neural Network  Dual Attention  Image Denoising  Meta Learning  Real Noisy Photograph  
The impact of peer competition and collaboration on gamified learning performance in educational settings: a Meta-analytical study Journal article
Ho, Jana Chi San, Hung, Yu Sheng, Kwan, Letty Y.Y.. The impact of peer competition and collaboration on gamified learning performance in educational settings: a Meta-analytical study[J]. Education and Information Technologies, 2022, 27(3), 3833-3866.
Authors:  Ho, Jana Chi San;  Hung, Yu Sheng;  Kwan, Letty Y.Y.
Favorite | TC[WOS]:21 TC[Scopus]:24  IF:4.8/4.8 | Submit date：2022/05/04
Gamification  Learning Performance  Educational Settings  Meta-analysis  Collaboration  Competition