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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
作者:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(6713Kb)  |  收藏  |  浏览/下载：46/1  |  提交时间：2024/03/26
Data mining  Precipitation nowcastin  Transformer  
CID-SIMS: Complex indoor dataset with semantic information and multi-sensor data from a ground wheeled robot viewpoint 期刊论文
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2023, 页码: 19
作者:  Zhang, Yidi;  An, Ning;  Shi, Chenhui;  Wang, Shuo;  Wei, Hao;  Zhang, Pengju;  Meng, Xinrui;  Sun, Zengpeng;  Wang, Jinke;  Liang, Wenliang;  Tang, Fulin;  Wu, Yihong
收藏  |  浏览/下载：110/0  |  提交时间：2024/02/22
Dataset  ground wheeled robots  semantic segmentation  multi-sensor data  simultaneous localization and mapping  3D reconstruction  
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
作者:  Jin, Qizhao;  Zhang, Xinbang;  Xiao, Xinyu;  Wang, Ying;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(8766Kb)  |  收藏  |  浏览/下载：55/1  |  提交时间：2024/02/21
Data mining  multimodal knowledge discovery  precipitation nowcasting  
TCKGE: Transformers with contrastive learning for knowledge graph embedding 期刊论文
INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL, 2022, 页码: 9
作者:  Zhang, Xiaowei;  Fang, Quan;  Hu, Jun;  Qian, Shengsheng;  Xu, Changsheng
收藏  |  浏览/下载：219/0  |  提交时间：2023/01/09
Augmentation  Contrastive learning  Knowledge graph  Transformer  
Sparse phase retrieval using a physics-informed neural network for Fourier ptychographic microscopy 期刊论文
OPTICS LETTERS, 2022, 卷号: 47, 期号: 19, 页码: 4909-4912
作者:  Zhang, Z. H. O. N. G. H. U. A.;  Wang, T. I. A. N.;  Feng, S. H. A. O. W. E., I;  Yang, Y. O. N. G. X. I. N.;  Lai, C. H. U. N. H. O. N. G.;  LI, X. I. N. W. E. I.;  Shao, L. I. Z. H. I.;  Jiang, X. I. A. O. M. I. N. G.
收藏  |  浏览/下载：158/0  |  提交时间：2022/11/14
Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 544-563
作者:  Ye, Xue;  Fang, Shen;  Sun, Fang;  Zhang, Chunxia;  Xiang, Shiming
Adobe PDF(3491Kb)  |  收藏  |  浏览/下载：255/34  |  提交时间：2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning  
HENet: Head-Level Ensemble Network for Very High Resolution Remote Sensing Images Semantic Segmentation 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:  Cao, Yong;  Huo, Chunlei;  Xu, Nuo;  Zhang, Xin;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(1478Kb)  |  收藏  |  浏览/下载：254/3  |  提交时间：2022/06/06
Head  Computational modeling  Semantics  Image segmentation  Feature extraction  Correlation  Mathematical models  Cooperative learning (CL)  ensemble learning  semantic segmentation  
Generalized zero-shot emotion recognition from body gestures 期刊论文
APPLIED INTELLIGENCE, 2021, 页码: 19
作者:  Wu, Jinting;  Zhang, Yujia;  Sun, Shiying;  Li, Qianzhong;  Zhao, Xiaoguang
Adobe PDF(2059Kb)  |  收藏  |  浏览/下载：322/67  |  提交时间：2021/12/28
Generalized zero-shot learning  Emotion recognition  Body gesture recognition  Prototype learning  
Cross-Modality Synergy Network for Referring Expression Comprehension and Segmentation 期刊论文
Neurocomputing, 2022, 卷号: 467, 期号: /, 页码: 99-114
作者:  Li, Qianzhong;  Zhang, Yujia;  Sun, Shiying;  Wu, Jinting;  Zhao, Xiaoguang;  Tan, Min
Adobe PDF(4555Kb)  |  收藏  |  浏览/下载：339/55  |  提交时间：2021/12/28
Referring expression comprehension  Referring expression segmentation  Cross-modality synergy  Attention mechanism  
Rethinking semantic-visual alignment in zero-shot object detection via a softplus margin focal loss 期刊论文
Neurocomputing, 2021, 卷号: 449, 页码: 117-135
作者:  Li, Qianzhong;  Zhang, Yujia;  Sun, Shiying;  Zhao, Xiaoguang;  Li, Kang;  Tan, Min
Adobe PDF(8753Kb)  |  收藏  |  浏览/下载：306/42  |  提交时间：2021/08/15
Zero-shot object detection  Softplus margin focal loss  Semantic-visual alignment  Auto-encoder architecture