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Deep patch learning algorithms with high interpretability for regression problems 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 38
Authors:  Huang, Yunhu;  Chen, Dewang;  Zhao, Wendi;  Lv, Yisheng;  Wang, Shiping
Favorite  |  View/Download:7/0  |  Submit date:2022/07/25
deep learning  deep patch learning fuzzy system  fuzzy C-means clustering  interpretability  maximum information coefficient (MIC)  Pearson's correlation coefficients (PCC)  
Adaptively Weighted k-Tuple Metric Network for Kinship Verification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 14
Authors:  Huang, Sheng;  Lin, Jingkai;  Huangfu, Luwen;  Xing, Yun;  Hu, Junlin;  Zeng, Daniel Dajun
Favorite  |  View/Download:16/0  |  Submit date:2022/06/10
Measurement  Feature extraction  Task analysis  Faces  Deep learning  Convolutional neural networks  Genetics  Deep learning  kinship verification  metric learning  relation network (RN)  triplet loss  
Learning to Learn a Cold-start Sequential Recommender 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2022, 卷号: 40, 期号: 2, 页码: 25
Authors:  Huang, Xiaowen;  Sang, Jitao;  Yu, Jian;  Xu, Changsheng
Favorite  |  View/Download:17/0  |  Submit date:2022/06/06
Cold-start recommendation  meta-learning  graph representation  sequential recommendation  
An Adaptive Time-Varying Impedance Controller for Manipulators 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 10
Authors:  Liang, Xu;  Su, Tingting;  Zhang, Zhonghai;  Zhang, Jie;  Liu, Shengda;  Zhao, Quanliang;  Yuan, Junjie;  Huang, Can;  Zhao, Lei;  He, Guangping
Favorite  |  View/Download:12/0  |  Submit date:2022/06/10
adaptive  intelligent control  time-varying  human-robot interaction  MRAC  
Multimodal Magnetic Resonance Imaging Reveals Aberrant Brain Age Trajectory During Youth in Schizophrenia Patients 期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2022, 卷号: 14, 页码: 11
Authors:  Huang, Jiayuan;  Ke, Pengfei;  Chen, Xiaoyi;  Li, Shijia;  Zhou, Jing;  Xiong, Dongsheng;  Huang, Yuanyuan;  Li, Hehua;  Ning, Yuping;  Duan, Xujun;  Li, Xiaobo;  Zhang, Wensheng;  Wu, Fengchun;  Wu, Kai
Favorite  |  View/Download:14/0  |  Submit date:2022/06/10
schizophrenia  accelerated brain aging  brain age gap  multimodal magnetic resonance imaging  machine learning  
Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples 期刊论文
NEUROCOMPUTING, 2022, 卷号: 468, 页码: 60-70
Authors:  Xi, Jianing;  Miao, Zhaoji;  Liu, Longzhong;  Yang, Xuebing;  Zhang, Wensheng;  Huang, Qinghua;  Li, Xuelong
Favorite  |  View/Download:24/0  |  Submit date:2021/12/28
Breast ultrasound  Knowledge graph  Tensor decomposition  Limited labeled samples  
Atomic Spin Polarization Controllability Analysis: A Novel Controllability Determination Method for Spin-Exchange Relaxation-Free Co-Magnetometers 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 699-708
Authors:  Zhuo Wang, Sixun Liu, Ruigang Wang, Linlin Yuan, Jiong Huang, Yueyang Zhai, Sheng Zou
Adobe PDF(2285Kb)  |  Favorite  |  View/Download:26/1  |  Submit date:2022/03/09
Atomic spin polarization,Bloch equations,controllability determination,nonlinear state-space model,spin-exchange relaxation-free co-magnetometer (SERFCM)  
Holographic Feature Learning of Egocentric-Exocentric Videos for Multi-Domain Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 2273-2286
Authors:  Huang, Yi;  Yang, Xiaoshan;  Gao, Junyun;  Xu, Changsheng
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Videos  Feature extraction  Visualization  Task analysis  Computational modeling  Target recognition  Prototypes  Egocentric videos  exocentric videos  holographic feature  multi-domain  action recognition  
Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems 期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
Authors:  Huang, Yunhu;  Chen, Dewang;  Zhao, Wendi;  Lv, Yisheng
Favorite  |  View/Download:2/0  |  Submit date:2022/07/25
Computational modeling  Training  Microwave integrated circuits  Deep learning  Data models  Artificial neural networks  Training data  Fuzzy c-means (FCM) clustering  maximal information coefficient (MIC)  random input (RI)  deep patch learning classifier  interpretability  
Transformers in computational visual media: A survey 期刊论文
Computational Visual Media, 2021, 卷号: 8, 期号: 1, 页码: 33-62
Authors:  Xu,Yifan;  Wei,Huapeng;  Lin,Minxuan;  Deng,Yingying;  Sheng,Kekai;  Zhang,Mengdan;  Tang,Fan;  Dong,Weiming;  Huang,Feiyue;  Xu,Changsheng
Adobe PDF(5366Kb)  |  Favorite  |  View/Download:30/1  |  Submit date:2021/12/28
visual transformer  computational visual media (CVM)  high-level vision  low-level vision  image generation  multi-modal learning