Improving Visual-Semantic Embedding with Adaptive Pooling and Optimization Objective.
Zijian ZhangChang ShuYa XiaoYuan ShenDi ZhuJing XiaoYouxin ChenJey Han LauQian ZhangZheng LuPublished in: CoRR (2022)
Keyphrases
- semantic content
- multiple objectives
- visual features
- optimization algorithm
- high level
- optimization problems
- global optimization
- semantic space
- optimization process
- semantic information
- visual information
- semantically relevant
- visual perception
- semantic web
- low level
- natural language
- combinatorial optimization
- semantic annotation
- semantic similarity
- scheduling problem
- constrained optimization
- semantic concepts
- semantic features
- feature space
- semantic search
- semantic knowledge
- similarity measure
- neural network