MultiWay-Adapater: Adapting large-scale multi-modal models for scalable image-text retrieval.
Zijun LongGeorge KillickRichard McCreadieGerardo Aragon-CamarasaPublished in: CoRR (2023)
Keyphrases
- multi modal
- text retrieval
- image retrieval
- image classification
- image features
- image content
- text queries
- uni modal
- cross modal
- image representation
- multi modality
- information retrieval
- web scale
- single modality
- probabilistic model
- query expansion
- high dimensional
- document retrieval
- image segmentation
- image collections
- video search
- image regions
- semantic concepts
- document collections
- low level
- metadata
- image annotation
- retrieval model
- retrieval systems
- active learning
- similarity measure