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A Parkinson's Auxiliary Diagnosis Algorithm Based on a Hyperparameter Optimization Method of Deep Learning Journal article
Wang,Xingbo, Li,Shujuan, Pun,Chi Man, Guo,Yijing, Xu,Feng, Gao,Hao, Lu,Huimin. A Parkinson's Auxiliary Diagnosis Algorithm Based on a Hyperparameter Optimization Method of Deep Learning[J]. IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 21(4), 912-923.
Authors:  Wang,Xingbo;  Li,Shujuan;  Pun,Chi Man;  Guo,Yijing;  Xu,Feng; et al.
Favorite | TC[WOS]:2 TC[Scopus]:7  IF:3.6/3.2 | Submit date：2023/08/03
Artificial Bee Colony Algorithm  Deep Learning  Hyperparameter Optimization  Parkinson's Auxiliary Speech Diagnosis  
Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression Journal article
Liu, Xinyi, Huang, Guoheng, Yuan, Xiaochen, Zheng, Zewen, Zhong, Guo, Chen, Xuhang, Pun, Chi Man. Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression[J]. Visual Computer, 2024.
Authors:  Liu, Xinyi;  Huang, Guoheng;  Yuan, Xiaochen;  Zheng, Zewen;  Zhong, Guo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/3.0 | Submit date：2024/08/05
Attention Mechanism  Class Activation Mapping  Uncertainty Estimation  Weakly Supervised Semantic Segmentation  
Having fun in micro-celebrity restaurants: The role of social interaction, foodstagramming, and sharing satisfaction Journal article
Chen, Yun Victoria, Wong, Ip Kin Anthony, Leong, Aliana Man Wai, Huang, Guo Qiong Ivanka. Having fun in micro-celebrity restaurants: The role of social interaction, foodstagramming, and sharing satisfaction[J]. International Journal of Hospitality Management, 2024, 120, 103768.
Authors:  Chen, Yun Victoria;  Wong, Ip Kin Anthony;  Leong, Aliana Man Wai;  Huang, Guo Qiong Ivanka
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:9.9/10.3 | Submit date：2024/05/16
Foodstagramming  Restaurant  Satisfaction  Social Interaction  Social Sharing  Well-being  
Black-box reversible adversarial examples with invertible neural network Journal article
Huang, Jielun, Huang, Guoheng, Zhang, Xuhui, Yuan, Xiaochen, Xie, Fenfang, Pun, Chi Man, Zhong, Guo. Black-box reversible adversarial examples with invertible neural network[J]. Image and Vision Computing, 2024, 147, 105094.
Authors:  Huang, Jielun;  Huang, Guoheng;  Zhang, Xuhui;  Yuan, Xiaochen;  Xie, Fenfang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.2/4.3 | Submit date：2024/06/05
Adversarial Attack  Image Restoration  Invertible Neural Network  
Research and Development on Key Integrated Circuit Technologies for Future Intelligent Robots Project
项目类型: Key R&D Projects, 项目编号: FDCT 0004/2023/AKP, 2024-2027
Authors:  Sai-Weng Sin;  Man-Kay Law;  Yan Lu;  Chi-Seng Lam;  Mingqiang Guo
Favorite |  | Submit date：2024/08/31
SCDet: decoupling discriminative representation for dark object detection via supervised contrastive learning Journal article
Lin, Tongxu, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Huang, Xiaocong, Pun, Chi Man. SCDet: decoupling discriminative representation for dark object detection via supervised contrastive learning[J]. Visual Computer, 2024, 40(5), 3357-3369.
Authors:  Lin, Tongxu;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Huang, Xiaocong; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:3.0/3.0 | Submit date：2024/02/23
Low-light Environment  Dark Object Detection  Supervised Contrastive Learning  Representation Decoupling  
Multi-task subspace clustering Journal article
Zhong, Guo, Pun, Chi Man. Multi-task subspace clustering[J]. Information Sciences, 2024, 661, 120147.
Authors:  Zhong, Guo;  Pun, Chi Man
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0/0 | Submit date：2024/04/02
Feature Selection  Local Learning  Multi-task Clustering  Projection  
WavEnhancer: Unifying Wavelet and Transformer for Image Enhancement Journal article
Li, Zi Nuo, Chen, Xu Hang, Guo, Shu Na, Wang, Shu Qiang, Pun, Chi Man. WavEnhancer: Unifying Wavelet and Transformer for Image Enhancement[J]. Journal of Computer Science and Technology, 2024, 39(2), 336-345.
Authors:  Li, Zi Nuo;  Chen, Xu Hang;  Guo, Shu Na;  Wang, Shu Qiang;  Pun, Chi Man
Favorite | TC[Scopus]:4  IF:1.2/1.7 | Submit date：2024/07/04
Image Enhancement  Transformer  Wavelet Transform  
Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation Journal article
Chen, Junyang, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Zheng, Zewen, Pun, Chi Man, Zhu, Jian, Huang, Zhixin. Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation[J]. IEEE Journal of Biomedical and Health Informatics, 2024, 28(3), 1412-1423.
Authors:  Chen, Junyang;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Zheng, Zewen; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.7/7.1 | Submit date：2024/04/02
Quaternions  Convolution  Three-dimensional Displays  Biomedical Imaging  Image Segmentation  Feature Extraction  Lesions  Multi-modal Medical Image  Quaternion  Spatial Dependency  Cross-modality  
Learning from Incorrectness: Active Learning with Negative Pre-Training and Curriculum Querying for Histological Tissue Classification Journal article
Hu, Wentao, Cheng, Lianglun, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Pun, Chi Man, Zhou, Jian, Cai, Muyan. Learning from Incorrectness: Active Learning with Negative Pre-Training and Curriculum Querying for Histological Tissue Classification[J]. IEEE Transactions on Medical Imaging, 2024, 43(2), 625-637.
Authors:  Hu, Wentao;  Cheng, Lianglun;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:8.9/11.3 | Submit date：2024/02/22
Active Learning  Negative Learning  Curriculum Learning  Histological Tissue Classification