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CASIA OpenIR
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Improving the Homophily of Heterophilic Graphs for Semi-Supervised Node Classification 会议论文
, Brisbane, Australia, 2023-7-10
作者:  Wang YH(王玉虎);  Xiang SM(向世明);  Pan CH(潘春洪)
Adobe PDF(1487Kb)  |  收藏  |  浏览/下载：67/23  |  提交时间：2024/06/17
graph neural networks  graph mining  homophily and heterophily  
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：89/8  |  提交时间：2024/02/21
Data mining  multimodal knowledge discovery  precipitation nowcasting  
Multi-level consistency regularization for domain adaptive object detection 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2023, 页码: 18003–18018
作者:  Tian, Kun;  Zhang, Chenghao;  Wang, Ying;  Xiang, Shiming
Adobe PDF(2628Kb)  |  收藏  |  浏览/下载：54/5  |  提交时间：2023/11/17
Consistency regularization  Object detection  Domain adaptation  
Learning from the Target: Dual Prototype Network for Few Shot Semantic Segmentation 会议论文
, 蒙特利尔, 2022-4
作者:  Mao BJ(毛彬杰);  Zhang XB(张新邦);  Wang LF(汪凌峰);  Zhang Q(张骞);  Xiang SM(向世明);  Pan CH(潘春洪)
Adobe PDF(1353Kb)  |  收藏  |  浏览/下载：128/57  |  提交时间：2023/05/30
Learning adversarial point-wise domain alignment for stereo matching 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 564-574
作者:  Zhang, Chenghao;  Meng, Gaofeng;  Xu, Richard Yi Da;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(3885Kb)  |  收藏  |  浏览/下载：380/58  |  提交时间：2022/09/19
Stereo Matching  Domain adaptation  Point-wise linear transformation  Adversarial learning  
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：274/35  |  提交时间：2022/09/19
Traffic prediction  Spatial-temporal modeling  Meta-learning  Attention mechanism  Deep learning  
Multi-modal spatio-temporal meteorological forecasting with deep neural network 期刊论文
ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 页码: 14
作者:  Xinbang Zhang;  Qizhao Jin;  Tingzhao Yu;  Shiming Xiang;  Qiuming Kuang;  Véronique Prinet;  Chunhong Pan
Adobe PDF(3735Kb)  |  收藏  |  浏览/下载：334/79  |  提交时间：2022/07/01
Meterological forecasting  Deep learning  Neural architecture search  AutoML  
Few-Shot Learning via Feature Hallucination with Variational Inference 会议论文
, 线上会议, 2021-1
作者:  Luo QX(罗沁轩);  Wang LF(汪凌峰);  Lv JG(吕京国);  Xiang SM(向世明);  Pan CH(潘春洪)
Adobe PDF(679Kb)  |  收藏  |  浏览/下载：287/80  |  提交时间：2021/05/27
Automatic Building Rooftop Extraction From Aerial Images via Hierarchical RGB-D Priors 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 12, 页码: 7369-7387
作者:  Xu, Shibiao;  Pan, Xingjia;  Li, Er;  Wu, Baoyuan;  Bu, Shuhui;  Dong, Weiming;  Xiang, Shiming;  Zhang, Xiaopeng
浏览  |  Adobe PDF(30927Kb)  |  收藏  |  浏览/下载：461/40  |  提交时间：2019/07/12
High-order conditional random field (CRF)  multilevel segmentation  RGB-D priors  rooftop extraction  
Joint spatial temporal attention for action recognition 期刊论文
Pattern Recognition Letters, 2018, 期号: 112, 页码: 226-233
作者:  Tingzhao Yu;  Chaoxu Guo;  Lingfeng Wang;  Huxiang Gu;  Shiming Xiang;  Chunhong Pan
浏览  |  Adobe PDF(1133Kb)  |  收藏  |  浏览/下载：456/198  |  提交时间：2019/05/06
Action Recognition  Spatial-temporal Attention  Two-stage