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CASIA OpenIR
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On the Equivalence of Linear Discriminant Analysis and Least Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:  Nie, Feiping;  Chen, Hong;  Xiang, Shiming;  Zhang, Changshui;  Yan, Shuicheng;  Li, Xuelong
收藏  |  浏览/下载：12/0  |  提交时间：2024/07/04
Eigenvalues and eigenfunctions  Principal component analysis  Null space  Training data  Symmetric matrices  Sun  Optimization  Least squares regression (LSR)  linear discriminant analysis (LDA)  linear regression  minimum distance classifier (MDC)  null space LDA  
Image captioning: Semantic selection unit with stacked residual attention 期刊论文
IMAGE AND VISION COMPUTING, 2024, 卷号: 144, 页码: 12
作者:  Song, Lifei;  Li, Fei;  Wang, Ying;  Liu, Yu;  Wang, Yuanhua;  Xiang, Shiming
收藏  |  浏览/下载：11/0  |  提交时间：2024/07/03
Image captioning  Semantic attributes  Semantic selection unit  Transformer  Stacked residual attention  
Non-Maximum Suppression Guided Label Assignment for Object Detection in Crowd Scenes 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 2207-2218
作者:  Jiang, Hangzhi;  Zhang, Xin;  Xiang, Shiming
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
Object detection  Crowd scenes  Label assignment  Non-maximum suppression  
GFFNet: Global Feature Fusion Network for Semantic Segmentation of Large-Scale Remote Sensing Images 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 4222-4234
作者:  Cao, Yong;  Huo, Chunlei;  Xiang, Shiming;  Pan, Chunhong
收藏  |  浏览/下载：21/0  |  提交时间：2024/07/03
Cross feature fusion (CFF)  global context learning  group transformer  semantic segmentation  
Few-shot video object segmentation with prototype evolution 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2024, 页码: 16
作者:  Mao, Binjie;  Liu, Xiyan;  Shi, Linsu;  Yu, Jiazhong;  Li, Fei;  Xiang, Shiming
收藏  |  浏览/下载：68/0  |  提交时间：2024/02/21
Few-shot video segmentation  Few-shot segmentation  Video object segmentation  
Graph convolutional network with tree-guided anisotropic message passing 期刊论文
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 909-924
作者:  Wang, Ruixiang;  Wang, Yuhu;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
收藏  |  浏览/下载：51/0  |  提交时间：2023/11/17
Deep learning  Graph convolutional networks  Graph structure learning  Anisotropic message passing  
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：56/6  |  提交时间：2023/11/17
Consistency regularization  Object detection  Domain adaptation  
Dynamic High-Resolution Network for Semantic Segmentation in Remote-Sensing Images 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 9, 页码: 28
作者:  Guo, Shichen;  Yang, Qi;  Xiang, Shiming;  Wang, Pengfei;  Wang, Xuezhi
收藏  |  浏览/下载：64/0  |  提交时间：2023/11/17
semantic segmentation  remote-sensing image  neural architecture search  sparse regularization  HRNet  
AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 15
作者:  Fang, Shen;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
收藏  |  浏览/下载：173/0  |  提交时间：2023/02/22
Deep learning  neural architecture search  graph convolution  meta-learning  traffic flow prediction  
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：209/14  |  提交时间：2023/01/09
Graph structure learning  Graph neural network  Spatial-temporal graph modeling