A systematic literature review on incomplete multimodal learning: techniques and challenges

Recently, machine learning technologies have been successfully applied across various fields. However, most existing machine learning models rely on unimodal data for information inference, which hinders their ability to generalize to complex application scenarios. This limitation has resulted in th...

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Bibliographic Details
Main Authors: Yifan Zhan, Rui Yang, Junxian You, Mengjie Huang, Weibo Liu, Xiaohui Liu
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Systems Science & Control Engineering
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/21642583.2025.2467083
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