SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels.
Chenliang LiMing YanHaiyang XuFuli LuoWei WangBin BiSongfang HuangPublished in: CoRR (2021)
Keyphrases
- logical language
- operational semantics
- intended meaning
- specification language
- formal semantics
- model theoretic
- language learning
- logic programming language
- highly expressive
- programming language
- denotational semantics
- formal language
- definition language
- vision system
- conceptual graphs
- computer vision
- natural language
- image registration
- conditional logic
- rule language
- speech acts
- real time
- conceptual model
- relational structures
- image processing
- supervised learning
- action language
- training samples
- algebraic operations
- formal languages
- dynamic logic
- training examples
- predicate calculus
- deductive databases
- training process
- semantically equivalent
- multiple inheritance
- training set
- visual perception
- learning algorithm