Augmenting Deep Learning with Relational Knowledge from Markov Logic Networks.
Mohammad Maminur IslamSomdeb SarkhelDeepak VenugopalPublished in: IEEE BigData (2020)
Keyphrases
- deep learning
- markov logic networks
- statistical relational learning
- statistical relational
- prior knowledge
- structure learning
- first order logic
- knowledge base
- unsupervised learning
- markov networks
- knowledge discovery
- object detection
- semantic information
- image classification
- probabilistic reasoning
- weakly supervised
- probabilistic graphical models
- graphical models