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. - 1979. - 46(2024), 12 vom: 19. Dez., Seite 10297-10318
1. Verfasser: Chen, Chaoqi (VerfasserIn)
Weitere Verfasser: Wu, Yushuang, Dai, Qiyuan, Zhou, Hong-Yu, Xu, Mutian, Yang, Sibei, Han, Xiaoguang, Yu, Yizhou
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article