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浏览/检索结果:
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Graph Structure Aware Contrastive Multi-View Clustering
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 3, 页码: 260-274
作者:
Chen, Rui
;
Tang, Yongqiang
;
Cai, Xiangrui
;
Yuan, Xiaojie
;
Feng, Wenlong
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/07/04
Correlation
Semantics
Big Data
Representation learning
Data models
Data mining
Analytical models
Contrastive learning
deep representation
graph embedding
multi-view clustering
Understanding and Mitigating Dimensional Collapse in Federated Learning
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2936-2949
作者:
Shi, Yujun
;
Liang, Jian
;
Zhang, Wenqing
;
Xue, Chuhui
;
Tan, Vincent Y. F.
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/07/03
Federated learning
representation learning
distribution shift
dimensional collapse
Boosting On-Policy Actor-Critic With Shallow Updates in Critic
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 10
作者:
Li, Luntong
;
Zhu, Yuanheng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/07/03
Artificial neural networks
Vectors
Task analysis
Training
Representation learning
Approximation algorithms
Optimization
Actor-critic
deep reinforcement learning (DRL)
proximal policy optimization (PPO)
shallow reinforcement learning (SRL)
A deep latent space model for interpretable representation learning on directed graphs
期刊论文
NEUROCOMPUTING, 2024, 卷号: 576, 页码: 13
作者:
Yang, Hanxuan
;
Kong, Qingchao
;
Mao, Wenji
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/05/30
Graph representation learning
Deep latent space model
Model interpretability
Variational auto-encoder
Directed graph
Graph meets probabilistic generation model: A new perspective for graph disentanglement
期刊论文
PATTERN RECOGNITION, 2024, 卷号: 148, 页码: 11
作者:
Peng, Zouzhang
;
Zheng, Shuai
;
Zhu, Zhenfeng
;
Liu, Zhizhe
;
Cheng, Jian
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/02/22
Graph representation learning
Graph disentanglement
Probabilistic generation model
Adaptive-weighted deep multi-view clustering with uniform scale representation
期刊论文
NEURAL NETWORKS, 2024, 卷号: 171, 页码: 114-126
作者:
Chen, Rui
;
Tang, Yongqiang
;
Zhang, Wensheng
;
Feng, Wenlong
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/02/21
Multi-view clustering
Deep clustering
Adaptive-weighted learning
Uniform scale representation
A cross-modal clinical prediction system for intensive care unit patient outcome
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 16
作者:
Sun, Mengxuan
;
Yang, Xuebing
;
Niu, Jinghao
;
Gu, Yifan
;
Wang, Chutong
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/02/21
Electronic health records
Clinical outcome prediction
Patient representation
Cross-modal contrastive learning
Multi-Stage Image-Language Cross-Generative Fusion Network for Video-Based Referring Expression Comprehension
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 3256-3270
作者:
Zhang, Yujia
;
Li, Qianzhong
;
Pan, Yi
;
Zhao, Xiaoguang
;
Tan, Min
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/07/03
Feature extraction
Visualization
Task analysis
Representation learning
Location awareness
Linguistics
Grounding
Video-based referring expression comprehension
multi-stage learning
image-language cross-generative fusion
consistency loss
Contextualized Relation Predictive Model for Self-Supervised Group Activity Representation Learning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 353-366
作者:
Zhou, Wanting
;
Kong, Longteng
;
Han, Yushan
;
Qin, Jie
;
Sun, Zhenan
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/07/03
Group activity representation learning
group activity recognition
self-supervised learning
transformer
predictive coding
Disentangled Text Representation Learning With Information-Theoretic Perspective for Adversarial Robustness
期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2024, 卷号: 32, 页码: 1237-1247
作者:
Zhao, Jiahao
;
Mao, Wenji
;
Zeng, Daniel Dajun
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/07/03
Adversarial robustness
variation of information
disentangled text representation learning
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