LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval.
Zhenyu YangDizhan XueShengsheng QianWeiming DongChangsheng XuPublished in: SIGIR (2024)
Keyphrases
- image retrieval
- image database
- ensemble methods
- knowledge base
- spatial reasoning
- retrieval method
- content based retrieval
- multiple feature fusion
- reasoning process
- ensemble learning
- image representation
- relevance feedback
- image content
- visual features
- random forest
- automated reasoning
- text retrieval
- neural network
- model based reasoning
- cross media
- retrieval accuracy
- qualitative reasoning
- machine learning
- reasoning mechanisms
- retrieval precision
- pruning algorithm
- reasoning systems
- information retrieval
- high level
- cbir systems
- retrieval process
- training set
- knowledge representation
- image collections