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Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition Journal article
Chen, Chuangquan, Li, Zhencheng, Kou, Kit Ian, Du, Jie, Li, Chen, Wang, Hongtao, Vong, Chi Man. Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:  Chen, Chuangquan;  Li, Zhencheng;  Kou, Kit Ian;  Du, Jie;  Li, Chen; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.3/5.7 | Submit date：2024/08/05
Multisource Learning  Multimodal Emotion Recognition  Cross-subject  Low-rank Multimodal Fusion  Domain Generalization  
Multiple-environment Self-adaptive Network for aerial-view geo-localization Journal article
Wang, Tingyu, Zheng, Zhedong, Sun, Yaoqi, Yan, Chenggang, Yang, Yi, Chua, Tat Seng. Multiple-environment Self-adaptive Network for aerial-view geo-localization[J]. Pattern Recognition, 2024, 152, 110363.
Authors:  Wang, Tingyu;  Zheng, Zhedong;  Sun, Yaoqi;  Yan, Chenggang;  Yang, Yi; et al.
Favorite | TC[WOS]:4 TC[Scopus]:8  IF:7.5/7.6 | Submit date：2024/04/10
Cross-view Geo-localization  Deep Learning  Image Retrieval  Multi-platform Collaboration  Multi-source Domain Generalization  
Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization Journal article
Hua, Hang, Li, Xingjian, Dou, Dejing, Xu, Cheng Zhong, Luo, Jiebo. Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 1-15.
Authors:  Hua, Hang;  Li, Xingjian;  Dou, Dejing;  Xu, Cheng Zhong;  Luo, Jiebo
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2024/02/22
Domain Generalization  Fine-tuning  In-domain Generalization  Pretrained Language Models (Plms)  Regularization  
A Closer Look at Classifier in Adversarial Domain Generalization Conference paper
Wang, Ye, Chen, Junyang, Wang, Mengzhu, Li, Hao, Wang, Wei, Su, Houcheng, Lai, Zhihui, Wang, Wei, Chen, Zhenghan. A Closer Look at Classifier in Adversarial Domain Generalization[C]:Association for Computing Machinery, Inc, 2023, 280-289.
Authors:  Wang, Ye;  Chen, Junyang;  Wang, Mengzhu;  Li, Hao;  Wang, Wei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:3 | Submit date：2024/01/10
Condition-invariant Features  Domain Generalization  Smoothing Optima