A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models.
James Urquhart AllinghamJie RenMichael W. DusenberryXiuye GuYin CuiDustin TranJeremiah Zhe LiuBalaji LakshminarayananPublished in: ICML (2023)
Keyphrases
- image classification
- image collections
- image data
- input image
- image content
- image segmentation
- image analysis
- image features
- random fields
- statistical model
- multiscale
- high resolution
- image pixels
- edge detection
- similarity measure
- region of interest
- segmentation algorithm
- single image
- web images
- test images
- visual effects
- text graphics
- segmentation method
- image representation
- feature points
- image retrieval
- spatial information
- image matching
- keypoints
- object categories
- level set
- low level
- computer vision
- information retrieval