DeepLogic : Joint Learning of Neural Perception and Logical Reasoning

Neural-symbolic learning, aiming to combine the perceiving power of neural perception and the reasoning power of symbolic logic together, has drawn increasing research attention. However, existing works simply cascade the two components together and optimize them isolatedly, failing to utilize the m...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 4 vom: 15. Apr., Seite 4321-4334
1. Verfasser: Duan, Xuguang (VerfasserIn)
Weitere Verfasser: Wang, Xin, Zhao, Peilin, Shen, Guangyao, Zhu, Wenwu
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article