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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  
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 Survey on Cross-Domain Few-Shot Image Classification Conference paper
Deng, Shisheng, Liao, Dongping, Gao, Xitong, Zhao, Juanjuan, Ye, Kejiang. A Survey on Cross-Domain Few-Shot Image Classification[C]:Springer Science and Business Media Deutschland GmbH, 2023, 3-17.
Authors:  Deng, Shisheng;  Liao, Dongping;  Gao, Xitong;  Zhao, Juanjuan;  Ye, Kejiang
Favorite | TC[Scopus]:2 | Submit date：2024/02/22
Cross-domain  Deep Learning  Few-shot Image Classification  
DASECount: Domain-Agnostic Sample-Efficient Wireless Indoor Crowd Counting via Few-Shot Learning Journal article
Hou Huawei, Bi Suzhi, Zheng Lili, Lin Xiaohui, Wu Yuan, Quan Zhi. DASECount: Domain-Agnostic Sample-Efficient Wireless Indoor Crowd Counting via Few-Shot Learning[J]. IEEE Internet of Things Journal, 2022, 10(8), 7038-7050.
Authors:  Hou Huawei;  Bi Suzhi;  Zheng Lili;  Lin Xiaohui;  Wu Yuan; et al.
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:8.2/9.0 | Submit date：2023/05/02
Cross-domain Detection  Few-shot Learning (Fsl)  Indoor Crowd Counting (Icc)  Wifi Sensing  
FedCDR: Federated Cross-Domain Recommendation for Privacy-Preserving Rating Prediction Conference paper
Meihan Wu, Li Li, Tao Chang, Eric Rigall, Xiaodong Wang, ChengZhong Xu. FedCDR: Federated Cross-Domain Recommendation for Privacy-Preserving Rating Prediction[C]. Mohammad Al Hasan, Li Xiong, New York, NY, United States:Association for Computing Machinery, 2022, 2179–2188.
Authors:  Meihan Wu;  Li Li;  Tao Chang;  Eric Rigall;  Xiaodong Wang; et al.
Favorite | TC[WOS]:11 TC[Scopus]:19 | Submit date：2022/08/30
Personalized Federated Learning  Cross-domain Recommendation  Cold-start Problem  Rating Prediction  
Discriminative transfer feature and label consistency for cross-domain image classification Journal article
Shuang Li, Chi Harold Liu, Limin Su, Binhui Xie, Zhengming Ding, C. L.Philip Chen, Dapeng Wu. Discriminative transfer feature and label consistency for cross-domain image classification[J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(11), 4842-4856.
Authors:  Shuang Li;  Chi Harold Liu;  Limin Su;  Binhui Xie;  Zhengming Ding; et al.
Favorite | TC[WOS]:57 TC[Scopus]:63  IF:10.2/10.4 | Submit date：2021/12/06
Cross-domain Image Classification  Discriminative Transfer Feature Learning  Label Consistency  Visual Domain Adaptation  
Class-Specific Reconstruction Transfer Learning for Visual Recognition across Domains Journal article
Wang,Shanshan, Zhang,Lei, Zuo,Wangmeng, Zhang,Bob. Class-Specific Reconstruction Transfer Learning for Visual Recognition across Domains[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 29, 2424-2438.
Authors:  Wang,Shanshan;  Zhang,Lei;  Zuo,Wangmeng;  Zhang,Bob
Favorite | TC[WOS]:82 TC[Scopus]:88  IF:10.8/12.1 | Submit date：2021/03/11
Cross-domain Learning  Image Classification  Semi-supervised Learning  Transfer Learning  
Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification Journal article
Ye, Minchao, Qian, Yuntao, Zhou, Jun, Tang, Yuan Yan. Dictionary Learning-Based Feature-Level Domain Adaptation for Cross-Scene Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(3), 1544-1562.
Authors:  Ye, Minchao;  Qian, Yuntao;  Zhou, Jun;  Tang, Yuan Yan
Favorite | TC[WOS]:89 TC[Scopus]:97  IF:7.5/7.6 | Submit date：2018/10/30
Cross-scene Classification  Dictionary Learning  Domain Adaptation  Hyperspectral Image (Hsi)  Multitask Learning