avatar
Articles
165
Tags
34
Categories
0
Home
Archives
Tags
Categories
List
  • Music
  • Movie
Link
About
ALTNT's Hexo Blog
Home
Archives
Tags
Categories
List
  • Music
  • Movie
Link
About

Contrastive Graph Transformer Network for Personality Detection

Created2024-11-02|Updated2025-02-28
|Post Views:
Author: ALTNT
Link: http://blog.705553939.xyz/2024/11/02/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/%E8%87%AA%E7%9B%91%E7%9D%A3/2022-IJCAI-Constrastive-Graph-Transformer-Network/
Copyright Notice: All articles in this blog are licensed under CC BY-NC-SA 4.0 unless stating additionally.
Self-Supervise
Previous
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series
Next
Context Encoders:Feature Learning by Inpainting
Related Articles
2024-11-04
AllClear:A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
2025-02-04
A_Simple_Framework_for_Contrastive_Learning of_Visual_Representations
2024-12-02
Contrastive Multiview Coding
2024-12-11
Supervised Contrastive Learning
2024-11-20
TimesURL:Self-supervised Contrastive Learning for Universal Time Series Representation Learning
2024-11-04
TimesURL:Self-supervised Contrastive Learning for Universal Time Series Representation Learning
avatar
ALTNT
Articles
165
Tags
34
Categories
0
Follow Me
Announcement
This is my Blog
Contents
  1. 1. Contrastive Graph Transformer Network for Personality Detection
    1. 1.1. 摘要
    2. 1.2. 背景
      1. 1.2.1. （传统方法）
      2. 1.2.2. （现有模型可能会受到人格标签稀缺的影响）
      3. 1.2.3. （不同维度（trait）有不可忽视的相关性，且很少被利用）
      4. 1.2.4. （提出CGTN）
      5. 1.2.5. （CGTN组成）
      6. 1.2.6. （主要贡献）
    3. 1.3. 2相关工作
    4. 1.4. 3 初步介绍
    5. 1.5. 4 对比图Transformer网络
      1. 1.5.1. 4.1 对比post graph 编码器
        1. 1.5.1.1. 后图增强
        2. 1.5.1.2. 图对比自监督学习。
      2. 1.5.2. 4.2 特征序列解码器
        1. 1.5.2.1. Post-to-trait Attention
        2. 1.5.2.2. Trait生成
      3. 1.5.3. 4.3 模型训练
    6. 1.6. 5 、实验
      1. 1.6.1. 5.1 数据集
      2. 1.6.2. 5.2 基准线
      3. 1.6.3. 5.3 实施细节
      4. 1.6.4. 5.4 总体结果
      5. 1.6.5. 5.5 消融研究
      6. 1.6.6. 5.6 训练样本数量的影响
      7. 1.6.7. 5.7 权衡参数的影响
      8. 1.6.8. 5.8 训练效率
Recent Post
周报2025年6月8日2025-06-09
The 20 m Africa rice distribution map of 20232025-06-04
DCM————DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping2025-06-04
重新复现CACM记录2025-06-04
机器学习相关概念2025-05-26
©2020 - 2025 By ALTNT
Framework Hexo|Theme Butterfly