Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images.
Shicheng XuDanyang HouLiang PangJingcheng DengJun XuHuawei ShenXueqi ChengPublished in: SIGIR (2024)
Keyphrases
- image retrieval
- image database
- image collections
- relevance feedback
- image data
- text retrieval
- information retrieval
- content based retrieval
- image analysis
- image matching
- image annotation
- image classification
- corel image
- input image
- artificial intelligence
- image content
- probabilistic model
- visual features
- keypoints
- image registration
- image features
- keywords
- three dimensional
- content based image retrieval systems
- image retrieval systems
- text detection
- complex background
- web images
- cbir systems
- parametric models
- visual content
- image search
- expert systems
- edge detection
- textual information
- visual information
- image similarity
- ai systems
- text mining
- image regions
- query expansion
- retrieved images
- feature points