Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding.
Qingxing CaoBailin LiXiaodan LiangKeze WangLiang LinPublished in: CoRR (2020)
Keyphrases
- knowledge base
- knowledge representation
- reasoning mechanisms
- representing knowledge
- perceptual information
- representation language
- formal representation
- visual representations
- domain knowledge
- commonsense knowledge
- temporal knowledge
- knowledge acquisition
- conceptual representation
- high level
- general knowledge
- reasoning engine
- deductive reasoning
- reasoning process
- visual information
- multiple representations
- expert systems
- logical rules
- data mining techniques
- knowledge based systems
- reasoning mechanism
- image representation
- background knowledge
- data hiding
- uncertain information
- spatial relations
- visual representation
- knowledge sharing
- model based reasoning
- knowledge sources
- formal models
- visual features
- case based reasoning
- visual patterns
- low level
- production rules