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CASIA OpenIR

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Causal Reasoning Meets Visual Representation Learning: A Prospective Study 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511
作者:  Yang Liu;  Yu-Shen Wei;  Hong Yan;  Guan-Bin Li;  Liang Lin
Adobe PDF(3224Kb)  |  收藏  |  浏览/下载：19/2  |  提交时间：2024/04/23
Causal reasoning  visual representation learning  reliable artificial intelligence  spatial-temporal data  multi-modal analysis  
TwinNet: Twin Structured Knowledge Transfer Network for Weakly Supervised Action Localization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 227-246
作者:  Xiao-Yu Zhang;  Hai-Chao Shi;  Chang-Sheng Li;  Li-Xin Duan
Adobe PDF(3616Kb)  |  收藏  |  浏览/下载：13/2  |  提交时间：2024/04/23
Knowledge transfer  weakly supervised learning  self-attention mechanism  representation learning  action localization  
ParaUDA: Invariant Feature Learning With Auxiliary Synthetic Samples for Unsupervised Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 11, 页码: 20217-20229
作者:  Zhang, Wenwen;  Wang, Jiangong;  Wang, Yutong;  Wang, Fei-Yue
收藏  |  浏览/下载：80/0  |  提交时间：2023/03/20
Adaptation models  Representation learning  Feature extraction  Task analysis  Semantics  Generative adversarial networks  Object detection  Object detection  unsupervised domain adaptation  distribution alignment  domain-invariant representation  
Joint Token and Feature Alignment Framework for Text-Based Person Search 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2022, 卷号: 29, 页码: 2238-2242
作者:  Li, Shangze;  Lu, Andong;  Huang, Yan;  Li, Chenglong;  Wang, Liang
收藏  |  浏览/下载：193/0  |  提交时间：2022/12/27
Feature extraction  Visualization  Representation learning  Logic gates  Image reconstruction  Transformers  Training  Cross-modal generation  feature alignment  text-based person search  token alignment  transformer  
SG-SRNs: Superpixel-Guided Scene Representation Networks 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2022, 卷号: 29, 页码: 2038-2042
作者:  Liu, Qiang;  Lu, Xiao;  Dong, Qiulei;  Zhang, Yangyong;  Wang, Haixia
收藏  |  浏览/下载：203/0  |  提交时间：2022/11/14
Image segmentation  Three-dimensional displays  Task analysis  Image color analysis  Image reconstruction  Distortion  Cameras  Scene representation networks  self-supervised multi-task learning  superpixel-guided  superpixel regularization  
Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge Exploitation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:  Tian, Qing;  Ma, Chuang;  Cao, Meng;  Wan, Jun;  Lei, Zhen;  Chen, Songcan
收藏  |  浏览/下载：284/0  |  提交时间：2022/09/19
Dictionary learning  domain correlations  multitarget domain adaptation  representation learning  unsupervised domain adaptation (UDA)  
An Orthogonal Subspace Decomposition Method for Cross-Modal Retrieval 期刊论文
IEEE INTELLIGENT SYSTEMS, 2022, 卷号: 37, 期号: 3, 页码: 45-53
作者:  Zeng, Zhixiong;  Xu, Nan;  Mao, Wenji;  Zeng, Daniel
Adobe PDF(2545Kb)  |  收藏  |  浏览/下载：279/42  |  提交时间：2022/09/19
Semantics  Representation learning  Task analysis  Matrix decomposition  Automation  Interference  Intelligent systems  Cross-modal Retrieval  Representation Learning  Orthogonal Decomposition  
An Efficient Multiresolution Network for Vehicle Reidentification 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 11, 页码: 9049-9059
作者:  Shen, Fei;  Zhu, Jianqing;  Zhu, Xiaobin;  Huang, Jingchang;  Zeng, Huanqiang;  Lei, Zhen;  Cai, Canhui
收藏  |  浏览/下载：243/0  |  提交时间：2022/07/25
Image resolution  Training  Feature extraction  Spatial resolution  Proposals  Internet of Things  Deep learning  Deep learning  image representation  multiresolution  vehicle reidentification  
Inductive Representation Learning on Dynamic Stock Co-Movement Graphs for Stock Predictions 期刊论文
INFORMS JOURNAL ON COMPUTING, 2022, 页码: 19
作者:  Tian, Hu;  Zheng, Xiaolong;  Zhao, Kang;  Liu, Maggie Wenjing;  Zeng, Daniel Dajun
Adobe PDF(1329Kb)  |  收藏  |  浏览/下载：301/62  |  提交时间：2022/07/25
graph representation learning  deep learning  predictive models  business intelligence  
IM2Vec: Representation learning-based preference maximization in geo-social networks 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 604, 页码: 170-196
作者:  Jin, Ziwei;  Shang, Jiaxing;  Ni, Wancheng;  Zhao, Liang;  Liu, Dajiang;  Qiang, Baohua;  Xie, Wu;  Min, Geyong
收藏  |  浏览/下载：189/0  |  提交时间：2022/07/25
Influence maximization  Representation learning  Location-based social networks  Diffusion model  Reverse influence sampling