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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：106/0  |  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：248/0  |  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：226/0  |  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：305/0  |  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：337/49  |  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：273/0  |  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：344/78  |  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：213/0  |  提交时间：2022/07/25
Influence maximization  Representation learning  Location-based social networks  Diffusion model  Reverse influence sampling  
Structure-aware siamese graph neural networks for encounter-level patient similarity learning 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
作者:  Gu, Yifan;  Yang, Xuebing;  Tian, Lei;  Yang, Hongyu;  Lv, Jicheng;  Yang, Chao;  Wang, Jinwei;  Xi, Jianing;  Kong, Guilan;  Zhang, Wensheng
收藏  |  浏览/下载：271/0  |  提交时间：2022/06/10
Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks  
Joint Expression Synthesis and Representation Learning for Facial Expression Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 3, 页码: 1681-1695
作者:  Zhang, Xi;  Zhang, Feifei;  Xu, Changsheng
Adobe PDF(4827Kb)  |  收藏  |  浏览/下载：263/2  |  提交时间：2022/06/06
Face recognition  Task analysis  Generative adversarial networks  Image synthesis  Image recognition  Faces  Training  Facial expression recognition  facial image synthesis  generative adversarial network  representation learning