Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding.
Qingxing CaoBailin LiXiaodan LiangKeze WangLiang LinPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- knowledge base
- knowledge representation
- representing knowledge
- reasoning mechanisms
- perceptual information
- visual representations
- low level
- conceptual representation
- knowledge acquisition
- model based reasoning
- formal representation
- deductive reasoning
- visual features
- uncertain information
- knowledge structures
- real world
- conceptual graphs
- knowledge discovery
- knowledge processing
- formal models
- expert systems
- visual representation
- domain knowledge
- lessons learned
- logical formulas
- commonsense knowledge
- visual information
- image representation
- knowledge based systems
- incomplete knowledge
- general knowledge
- production rules
- past experience
- representation language
- reasoning process
- spatial relations
- knowledge sharing
- vector space
- data mining techniques
- knowledge management
- artificial intelligence