Does the Performance of Text-to-Image Retrieval Models Generalize Beyond Captions-as-a-Query?
Juan Manuel RodriguezNima TavassoliEliezer LevyGil LedermanDima SivovMatteo LissandriniDavide MottinPublished in: ECIR (4) (2024)
Keyphrases
- retrieval model
- textual descriptions
- text retrieval
- object retrieval
- web images
- retrieval process
- user queries
- database
- query expansion
- relevance feedback
- information retrieval
- query terms
- retrieval systems
- retrieval framework
- visual features
- image retrieval
- vector space
- test collection
- improvements in retrieval effectiveness
- query processing
- image content
- retrieval effectiveness
- keywords
- image classification
- similarity measure
- database systems
- information retrieval systems
- retrieval functions
- text mining
- language modeling
- metadata
- term dependencies
- term dependence