Knowledge graphs meet multi-modal learning: A comprehensive survey

Z Chen, Y Zhang, Y Fang, Y Geng, L Guo… - arxiv preprint arxiv …, 2024 - arxiv.org
Knowledge Graphs (KGs) play a pivotal role in advancing various AI applications, with the
semantic web community's exploration into multi-modal dimensions unlocking new avenues …

Evaluating Model Perception of Color Illusions in Photorealistic Scenes

L Mao, Z Tang, A Suhr - arxiv preprint arxiv:2412.06184, 2024 - arxiv.org
We study the perception of color illusions by vision-language models. Color illusion, where a
person's visual system perceives color differently from actual color, is well-studied in human …

Knowledge Graph and Large Language Model Co-learning via Structure-oriented Retrieval Augmented Generation

C Yang, R Xu, L Luo, S Pan - sites.computer.org
Recent years have witnessed major technical breakthroughs in AI–facilitated by tremendous
data and high-performance computers, large language models (LLMs) have brought …

[PDF][PDF] 多模态知识图谱构建技术及其在军事领域的应用综述.

姚奕, 陈朝阳, 杜晓明, 姚天磊, **青尚… - Journal of Computer …, 2024 - lib.zjsru.edu.cn
随着数据资源类型的丰富与大模型技术的发展, 能够处理多源异构数据的多模态知识图谱(
multimodal knowledge graph, MMKG) 以出色的数据处理与管理能力而被广泛关注 …