Improving Visual-Semantic Embedding with Adaptive Pooling and Optimization Objective.
Zijian ZhangChang ShuYa XiaoYuan ShenDi ZhuYouxin ChenJing XiaoJey Han LauQian ZhangZheng LuPublished in: EACL (2023)
Keyphrases
- multiple objectives
- high level
- optimization algorithm
- global optimization
- visual information
- optimization method
- optimization problems
- visual features
- low level
- semantic context
- semantic knowledge
- semantic content
- optimization process
- visual data
- constrained optimization
- low level features
- semantic features
- semantic search
- semantic annotation
- vector space
- graph embedding
- semantic space
- low dimensional
- semantically relevant