A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models.
James Urquhart AllinghamJie RenMichael W. DusenberryJeremiah Zhe LiuXiuye GuYin CuiDustin TranBalaji LakshminarayananPublished in: CoRR (2023)
Keyphrases
- image features
- random fields
- image data
- image content
- image representation
- high resolution
- input image
- multiscale
- image retrieval
- statistical model
- single image
- image analysis
- similarity measure
- image classification
- region of interest
- bayesian framework
- probabilistic model
- web images
- segmentation method
- keypoints
- image segmentation
- low level
- image regions
- textual information
- information retrieval
- visual effects
- image statistics
- image collections
- text retrieval
- object detection
- decision trees
- feature selection