Keep the Caption Information: Preventing Shortcut Learning in Contrastive Image-Caption Retrieval.
Maurits J. R. BleekerAndrew YatesMaarten de RijkePublished in: CoRR (2022)
Keyphrases
- image retrieval
- spatial information
- prior knowledge
- image data
- visual features
- multiscale
- caption text
- learning algorithm
- semantic information
- retrieval process
- gradient information
- active learning
- image analysis
- text information
- image features
- similarity measure
- image representation
- bounding box
- image database
- low level
- learning process
- keywords
- image processing
- single image
- relevance feedback
- background knowledge
- image content
- prior information
- high resolution
- news video
- video sequences
- text extraction