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A Cylindrical Convolution Network for Dense Top-View Semantic Segmentation with LiDAR Point Clouds Conference paper
Macau, Dec 2022
Authors:  Jiacheng Lu;  Chengzhong Xu;  Shuo Gu;  Hui Kong
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Capitalizing on RGB-FIR Hybrid Imaging for Road Detection Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022,Volume: 23,Issue: 8,Page: 13819-13834
Authors:  Yigong Zhang;  Jin Xie;  Jose M. Alvarez;  Jian Yang;  Hui Kong;  Cheng-Zhong Xu
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Rgb-fir Fusion  Road Detection  Cnn  Extended Cross Model  Hierarchical Cross Model  
Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learni Journal article
Future Generation Computer Systems, 2022,Volume: 133,Issue: 1,Page: 10-22
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven;  Chang, Victor
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Machine Learning  Deep Learning  Multi-class Classification  Parameter Optimization  Classification Model Training  Medical Dataset  Radiological Images Recognition  
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities Conference paper
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 22), Madrid, Spain, July 11th to 15th, 2022
Authors:  Jiandian Zeng;  Tianyi Liu;  Jiantao Zhou
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A 108-nW 0.8-mm 2 Analog Voice Activity Detector Featuring a Time-Domain CNN With Sparsity-Aware Computation and Sparsified Quantization in 28-nm CMOS Journal article
IEEE Journal of Solid-State Circuits, 2022,Volume: 57,Issue: 11,Page: 1-10
Authors:  Chen, Feifei;  Un, Ka Fai;  Yu, Wei Han;  Mak, Pui In;  Martins, Rui P.
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Approximate Computing  Convolutional Neural Network (Cnn)  Feature Extraction  Keyword Spotting (Kws)  Quantization  Reconfigurable  Sparsity  Switched-capacitor Circuits  Voice Activity Detection (Vad)  
Multi-Label Attribute Selection of Arrhythmia for Electrocardiogram Signals with Fusion Learning Journal article
Bioengineering, 2022,Volume: 9,Issue: 7
Authors:  Yang, Jie;  Li, Jinfeng;  Lan, Kun;  Wei, Anruo;  Wang, Han;  Huang, Shigao;  Fong, Simon
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Arrhythmia Recognition  Electrocardiogram Signals  Fusion Learning  Multi-label Attribute Selection  
Boosting active learning via improving test performance Conference paper
The Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Virtual, 2022-02-22
Authors:  Tianyan Wang;  Xingjian Li;  Pengkun Yang;  Guosheng Hu;  Xiangrui Zeng;  Siyu Huang;  Cheng-Zhong Xu;  Min Xu
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FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction Conference paper
The IEEE / CVF Computer Vision and Pattern Recognition Conference, New Orleans, Louisiana, 2022-06
Authors:  Liang Gao;  Huazhu Fu;  Li Li;  Yingwen Chen;  Ming Xu;  Cheng-Zhong Xu
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A multi-omics analysis for prediction of neurocognitive disorders risk among the elderly in Macao. Clinical and Translational Medicine Journal article
Clinical and Translational Medicine, 2022,Volume: 12,Page: e909
Authors:  Yan Han;  Xingping Quan;  Yaochen Chuang;  Qiaoxing Liang;  Yang Li;  Zhen Yuan;  Ying Bian;  Lai Wei;  JiWang;  Yonghua Zhao
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Exosomes  Gut Microbiota  Multi-omics  Neurocognitive Disorders  
Multi-scale Multi-instance Multi-feature Joint Learning Broad Network (M3JLBN) for gastric intestinal metaplasia subtype classification Journal article
Knowledge-Based Systems, 2022,Volume: 249
Authors:  Lai, Qi;  Vong, Chi Man;  Wong, Pak Kin;  Wang, Shi Tong;  Yan, Tao;  Choi, I. Cheong;  Yu, Hon Ho
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Gastric Intestinal Metaplasia  Gastrointestinal Endoscope Images  Joint Learning Broad Network  Multi-instance Learning  Multiple Features