Confidence-aware Reward Optimization for Fine-tuning Text-to-Image Models.
Kyuyoung KimJongheon JeongMinyong AnMohammad GhavamzadehKrishnamurthy Dj DvijothamJinwoo ShinKimin LeePublished in: ICLR (2024)
Keyphrases
- fine tuning
- input image
- image content
- image classification
- multiscale
- image data
- image representation
- image features
- image analysis
- high resolution
- similarity measure
- probabilistic model
- edge detection
- template matching
- random fields
- web images
- viable alternative
- image statistics
- optimization problems
- image pixels
- information retrieval
- image regions
- image retrieval
- bayesian framework
- region of interest
- pixel values
- image collections
- fine tune
- keypoints
- image matching
- spatial information
- hough transform
- statistical model
- single image
- natural images
- image segmentation
- graph cuts
- feature points
- text information
- low level