Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference.
Juncheng LiSiliang TangLinchao ZhuHaochen ShiXuanwen HuangFei WuYi YangYueting ZhuangPublished in: ICCV (2021)
Keyphrases
- natural language
- semantic concepts
- video event
- probabilistic reasoning
- video streams
- video sequences
- programming language
- video data
- inference engine
- sports video
- deductive reasoning
- knowledge representation
- graph theory
- linguistic analysis
- logical inference
- semantically equivalent
- semantic representations
- semantic information
- video analysis
- random walk
- multimedia
- uml class diagrams
- graph model
- knowledge representation languages
- event detection
- graph structure
- video content
- context dependent
- semantic web
- bayesian networks
- video frames
- inference process
- high level
- conceptual graphs
- abductive inference
- natural language understanding
- graphical representation
- wordnet
- abductive reasoning
- domain ontology
- proof theory
- semantic web rule language
- inference mechanism
- temporal information
- evidential reasoning
- relational structures
- directed graph
- reasoning process
- key frames
- knowledge base