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Disentangled representation learning for multi-view clustering via von Mises–Fisher hyperspherical embedding
期刊论文
Neural Networks,2025, 卷号: 191
作者:
Li, Zhixiang
;
Luo, Zhiwen
;
Bouguila, Nizar
;
Su, Weifeng
;
Fan, Wentao
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2025/07/23
Contrastive learning
Hyperspherical embedding
Multi-view clustering
Representation learning
von-Mises Fisher distribution
Improving stock trend prediction with pretrain multi-granularity denoising contrastive learning
期刊论文
Knowledge and Information Systems,2024, 卷号: 66, 期号: 4, 页码: 2439-2466
作者:
Wang, Mingjie
;
Wang, Siyuan
;
Guo, Jianxiong
;
Jia, Weijia
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2024/05/07
Contrastive learning
Denoising
Memory
Multi-granularity data
Pre-training
Stock trend prediction
Transformer-based contrastive learning framework for image anomaly detection
期刊论文
International Journal of Machine Learning and Cybernetics,2023, 卷号: 14, 期号: 10, 页码: 3413-3426
作者:
Fan, Wentao
;
Shangguan, Weimin
;
Chen, Yewang
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/11/21
Anomaly detection
Contrastive learning
Transformer
Triple contrastive loss
Continuous image anomaly detection based on contrastive lifelong learning
期刊论文
Applied Intelligence,2023, 卷号: 53, 期号: 14, 页码: 17693-17707
作者:
Fan, Wentao
;
Shangguan, Weimin
;
Bouguila, Nizar
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/09/21
Contrastive learning
Image anomaly detection
Knowledge distillation
Lifelong learning
SiamCLIM: Text-Based Pedestrian Search Via Multi-Modal Siamese Contrastive Learning
会议论文
2023 IEEE International Conference on Image Processing: Proceedings, Kuala Lumpur, MALAYSIA, OCT 08-11, 2023
作者:
Huang, Runlin
;
Wu, Shuyang
;
Jie, Leiping
;
Zuo, Xinxin
;
Zhang, Hui
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2024/06/07
contrastive learning
multi-modal
Siamese Network
Text-based person search
text-image
Joint Modeling of Local and Global Semantics for Contrastive Entity Disambiguation
会议论文
Advanced Data Mining and Applications: 19th International Conference, ADMA 2023, Shenyang, China, August 21–23, 2023, Proceedings, Part I, Shenyang, China, August 21–23, 2023
作者:
Ke, Yuhua
;
Xue, Shaojie
;
Chen, Ziqi
;
Meng, Rui
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2024/06/24
Contrastive Learning
Entity Disambiguation
Local and Global Semantics
A Contrastive Method for Continual Generalized Zero-Shot Learning
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shanghai, PEOPLES R CHINA, JUL 19-22, 2023
作者:
Liang, Chen
;
Fan, Wentao
;
Liu, Xin
;
Peng, Shujuan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2025/07/15
Continuous Learning
Contrastive Learning
Deep Learning
Generalized Zero-shot learning
Generative Adversarial Networks
Contrastive semantic disentanglement in latent space for generalized zero-shot learning
期刊论文
Knowledge-Based Systems,2022, 卷号: 257
作者:
Fan, Wentao
;
Liang, Chen
;
Wang, Tian
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2023/02/14
Contrastive learning
Feature disentanglement
Generalized zero-shot learning
Generative model
Wasserstein GAN