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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：50/14  |  提交时间：2024/06/17
graph neural networks  graph mining  homophily and heterophily  
Knowledge Mining and Transferring for Domain Adaptive Object Detection 会议论文
, Virtual Conference, 2021-10
作者:  Tian Kun;  Zhang Chenghao;  Wang Ying;  Xiang Shiming;  Pan Chunhong
Adobe PDF(1462Kb)  |  收藏  |  浏览/下载：22/9  |  提交时间：2024/05/28
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：124/57  |  提交时间：2023/05/30
LTAF-NET: LEARNING TASK-AWARE ADAPTIVE FEATURES AND REFINING MASK FOR FEW-SHOT SEMANTIC SEGMENTATION 会议论文
, 多伦多, 2021-6
作者:  Mao BJ(毛彬杰);  Wang LF(汪凌峰);  Xiang SM(向世明);  Pan CH(潘春洪)
Adobe PDF(395Kb)  |  收藏  |  浏览/下载：182/45  |  提交时间：2023/05/30
Subgraph-aware graph structure revision for spatial-temporal graph modeling 期刊论文
NEURAL NETWORKS, 2022, 卷号: 154, 页码: 190-202
作者:  Wang, Yuhu;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(1781Kb)  |  收藏  |  浏览/下载：191/6  |  提交时间：2023/01/09
Graph structure learning  Graph neural network  Spatial-temporal graph modeling  
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：358/56  |  提交时间：2022/09/19
Stereo Matching  Domain adaptation  Point-wise linear transformation  Adversarial learning  
Task-aware adaptive attention learning for few-shot semantic segmentation 期刊论文
NEUROCOMPUTING, 2022, 卷号: 494, 页码: 104-115
作者:  Mao, Binjie;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(3903Kb)  |  收藏  |  浏览/下载：314/73  |  提交时间：2022/09/19
Few-shot semantic segmentation  Adaptive feature learning  Attention mechanism  Task-aware  
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：325/77  |  提交时间：2022/07/01
Meterological forecasting  Deep learning  Neural architecture search  AutoML  
Monocular contextual constraint for stereo matching with adaptive weights assignment 期刊论文
IMAGE AND VISION COMPUTING, 2022, 卷号: 121, 页码: 10
作者:  Zhang, Chenghao;  Meng, Gaofeng;  Su, Bing;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(3669Kb)  |  收藏  |  浏览/下载：285/45  |  提交时间：2022/06/10
Deep learning  Stereo matching  Monocular contextual constraint  Adaptive weights assignment  
TVGCN: Time-variant graph convolutional network for traffic forecasting 期刊论文
NEUROCOMPUTING, 2022, 卷号: 471, 页码: 118-129
作者:  Wang, Yuhu;  Fang, Shen;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(2050Kb)  |  收藏  |  浏览/下载：220/6  |  提交时间：2022/06/06
Spatial-temporal correlation  Graph convolutional network  Traffic forecasting