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Description-Enhanced Label Embedding Contrastive Learning for Text Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 14
作者:  Zhang, Kun;  Wu, Le;  Lv, Guangyi;  Chen, Enhong;  Ruan, Shulan;  Liu, Jing;  Zhang, Zhiqiang;  Zhou, Jun;  Wang, Meng
收藏  |  浏览/下载：132/0  |  提交时间：2023/11/17
Contrastive learning (CL)  label embedding  representation learning  text classification  
FeatsFlow: Traceable representation learning based on normalizing flows 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 卷号: 126, 页码: 13
作者:  Zhang, Wenwen;  Pei, Zhao;  Wang, Fei-Yue
收藏  |  浏览/下载：119/0  |  提交时间：2023/11/15
Representation learning  Distribution transformation  Traceable features  Normalizing flows  
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：294/0  |  提交时间：2022/09/19
Dictionary learning  domain correlations  multitarget domain adaptation  representation learning  unsupervised domain adaptation (UDA)  
Learning to Learn a Cold-start Sequential Recommender 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2022, 卷号: 40, 期号: 2, 页码: 25
作者:  Huang, Xiaowen;  Sang, Jitao;  Yu, Jian;  Xu, Changsheng
收藏  |  浏览/下载：226/0  |  提交时间：2022/06/06
Cold-start recommendation  meta-learning  graph representation  sequential recommendation  
Multi-View Image Classification With Visual, Semantic and View Consistency 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 617-627
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
收藏  |  浏览/下载：279/0  |  提交时间：2020/03/30
Semantics  Visualization  Correlation  Training  Internet  Encoding  Image representation  Multi-view learning  image classification  visual consistency  semantic consistency  view consistency  
Iterative Relaxed Collaborative Representation With Adaptive Weights Learning for Noise Robust Face Hallucination 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 期号: 5, 页码: 1284-1295
作者:  Liu, Licheng;  Li, Shutao;  Chen, C. L. Philip
收藏  |  浏览/下载：263/0  |  提交时间：2019/07/12
Relaxed collaborative representation  face hallucination  locality regularization  adaptively weights learning  noise robust coding