Balanced Similarity with Auxiliary Prompts: Towards Alleviating Text-to-Image Retrieval Bias for CLIP in Zero-shot Learning.
Hanyao WangYibing ZhanLiu LiuLiang DingJun YuPublished in: CoRR (2024)
Keyphrases
- image retrieval
- text retrieval
- image search
- low level features
- cross media
- sentence similarity
- text mining
- image database
- database
- relevance feedback
- content based retrieval
- information retrieval
- corel image
- free text
- text documents
- similarity measure
- similarity measurement
- textual information
- image content
- statistical natural language processing
- low level
- semantic labels
- image similarity
- image collections
- image annotation
- image matching
- euclidean distance
- similarity function
- semantic similarity
- control group
- knowledge transfer
- retrieval method
- information retrieval systems
- web documents
- edit distance
- information extraction
- video content
- similarity estimation
- image representation
- video streams
- text categorization