A Probabilistic Graphical Model Based on Neural-symbolic Reasoning for Visual Relationship Detection

Author:

Yu Dongran1,Yang Bo1,Wei Qianhao1,Li Anchen1,Pan Shirui2

Affiliation:

1. Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education,China

2. Faculty of IT, Monash University,Department of Data Science and AI,Australia

Publisher

IEEE

Reference49 articles.

1. Graph r-cnn for scene graph generation;yang;ECCV,2018

2. Scene graph generation by iterative message passing;danfei;CVPR,2017

3. Deep adaptive semantic logic (dasl): Compiling declarative knowledge into deep neural networks;sikka;ArXiv Preprint,2020

4. Logic tensor networks: Deep learning and logical reasoning from data and knowledge;serafini;ArXiv Preprint,2016

5. Markov logic networks

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