A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective

Graph Neural Networks (GNNs) have gained momentum in graph representation learning and boosted the state of the art in a variety of areas, such as data mining (e.g., social network analysis and recommender systems), computer vision (e.g., object detection and point cloud learning), and natural langu...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2024-12, Vol.46 (12), p.10297-10318
Hauptverfasser:	Chen, Chaoqi, Wu, Yushuang, Dai, Qiyuan, Zhou, Hong-Yu, Xu, Mutian, Yang, Sibei, Han, Xiaoguang, Yu, Yizhou
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer vision graph neural networks graph transformers medical image analysis Point cloud compression point clouds and meshes Task analysis Three-dimensional displays Transformers Videos vision and language Visualization
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