Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
π This repository collects papers integrating Knowledge Graphs (KGs) and Multi-Modal Learning, focusing on research in two principal aspects: KG-driven Multi-Modal (KG4MM) learning, where KGs support multi-modal tasks, and Multi-Modal Knowledge Graph (MM4KG), which extends KG studies into the MMKG realm.
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2024-02
We preprint our Survey Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey [Repo
].
Todo:
Finish updating papers
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If this Repo is helpful to you, please consider citing our paper. We would greatly appreciate it :)
@article{chen2024knowledge,
author = {Zhuo Chen and
Yichi Zhang and
Yin Fang and
Yuxia Geng and
Lingbing Guo and
Xiang Chen and
Qian Li and
Wen Zhang and
Jiaoyan Chen and
Yushan Zhu and
Jiaqi Li and
Xiaoze Liu and
Jeff Z. Pan and
Ningyu Zhang and
Huajun Chen},
title = {Knowledge Graphs Meet Multi-Modal Learning: {A} Comprehensive Survey},
journal = {CoRR},
volume = {abs/2402.05391},
year = {2024}
}