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Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 5
Authors:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:3/0  |  Submit date:2024/03/26
Precipitation  Transformers  Spatiotemporal phenomena  Decoding  Humidity  Correlation  Computer architecture  Data mining  precipitation nowcasting  transformer  
Space advanced technology demonstration satellite 期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2023, 页码: 19
Authors:  Zhang, Xiaofeng;  Chen, Wen;  Zhu, Xiaocheng;  Meng, Na;  He, Junwang;  Bi, Xingzi;  Zhang, Yonghe;  Shi, Qi;  Li, Fei;  Liu, Rui;  Feng, Zhenggong;  Liu, Liu;  Li, Jinsong;  Wu, Haichen;  Xu, Dongxiao;  Li, Taijie;  Huang, Jiangjiang;  Liu, Shuo;  Li, Tiantong;  Yu, Xiansheng;  Gao, Yang;  Zhou, Heng;  Ban, Hanyu;  Zhang, Yanli;  Zhang, Yueting;  Yang, Yingquan;  He, Tao;  Duan, Xuliang;  Chen, Xin;  Wang, Yamin;  Sun, Antai;  Zhang, Kuoxiang;  Sun, Ying;  Wang, Yaobin;  Fan, Chengcheng;  Xiong, Shaolin;  Li, Xinqiao;  Wen, Xiangyang;  Ling, Zhixing;  Sun, Xiaojin;  Zhang, Chen;  Bai, Xianyong;  Wang, Zhanshan;  Deng, Yuanyong;  Tian, Hui;  Yang, Jianfeng;  Xue, Hongbo;  Sang, Peng;  Liu, Jinguo;  Zheng, Huilong;  Zhu, Xiang;  He, Jianwu;  Li, Hui;  Xu, Luxiang;  Xu, Shuyan;  Chen, Wenwu;  Liu, Zhendong;  Wang, Zhaoli;  Mao, Xianglong;  Gao, Rong;  Li, Zongxuan;  Ding, Guopeng;  Wang, Xinyu;  Dou, Runjiang;  Weng, Lubin;  Luo, Hao;  Wang, Yaping;  Liang, Xianfeng;  Fang, Ziruo
Favorite  |  View/Download:42/0  |  Submit date:2024/02/22
SATech-01  spacecraft design  scientific instruments  on-orbit performance  
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 1299-1314
Authors:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
Favorite  |  View/Download:15/0  |  Submit date:2024/02/21
Data mining  multimodal knowledge discovery  precipitation nowcasting  
Robust Multitask Learning With Sample Gradient Similarity 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 10
Authors:  Peng, Xinyu;  Chang, Cheng;  Wang, Fei-Yue;  Li, Li
Favorite  |  View/Download:57/0  |  Submit date:2023/12/21
Deep learning  Automation  multitask learning  sample gradient  sample reweighting  task reweighting  
MixGradient: A gradient-based re-weighting scheme with mixup for imbalanced data streams 期刊论文
NEURAL NETWORKS, 2023, 卷号: 161, 页码: 525-534
Authors:  Peng, Xinyu;  Wang, Fei-Yue;  Li, Li
Favorite  |  View/Download:34/0  |  Submit date:2023/11/17
Deep learning  Imbalanced data streams  Sample gradient  Typical samples  Mixup  
Collision and Deadlock Avoidance in Multi-Robot Systems Based on Glued Nodes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1327-1330
Authors:  Zichao Xing;  Xinyu Chen;  Xingkai Wang;  Weimin Wu;  Ruifen Hu
Adobe PDF(2168Kb)  |  Favorite  |  View/Download:116/37  |  Submit date:2022/06/27
Parallel LDPC Decoder Based on Low-Complexity Corrected Min Sum Algorithm 会议论文
, Suzhou, China, 2022-4-23
Authors:  Sun, Yisong;  Li, Huan;  Zhang, Xinyu;  Guo, Chen;  Liu, Zijun;  Wang, Donglin
Adobe PDF(370Kb)  |  Favorite  |  View/Download:221/58  |  Submit date:2022/06/14
5G  LDPC decoder  LCC-MS  UCP  
Towards Better Generalization of Deep Neural Networks via Non-Typicality Sampling Scheme 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 11
Authors:  Peng, Xinyu;  Wang, Fei-Yue;  Li, Li
Favorite  |  View/Download:150/0  |  Submit date:2022/06/06
Training  Estimation  Deep learning  Standards  Optimization  Noise measurement  Convergence  Deep learning  generalization performance  nontypicality sampling scheme  stochastic gradient descent (SGD)  
Drill the Cork of Information Bottleneck by Inputting the Most Important Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
Authors:  Peng, Xinyu;  Zhang, Jiawei;  Wang, Fei-Yue;  Li, Li
Favorite  |  View/Download:166/0  |  Submit date:2022/01/27
Training  Signal to noise ratio  Mutual information  Optimization  Convergence  Deep learning  Tools  Information bottleneck (IB) theory  machine learning  minibatch stochastic gradient descent (SGD)  typicality sampling  
Regulation of hepatic differentiation of human embryonic stem cells by calcium silicate extracts for liver injury repairing 期刊论文
APPLIED MATERIALS TODAY, 2020, 卷号: 20, 页码: 15
Authors:  Zheng, Lu;  Li, Dongyuan;  Zhang, Fan;  Xing, Min;  Wang, Xiaoya;  Jia, Xiaohua;  Shu, Xinyu;  Li, Peiwen;  Li, Shouqin;  Chang, Jiang;  Long, Mian
Favorite  |  View/Download:133/0  |  Submit date:2021/03/08
Human embryonic stem cells  Hepatic differentiation  Hepatocyte-like cells  Calcium silicate extracts  Liver injury repair