TIER: Text-Image Entropy Regularization for Medical CLIP-style models.
Anil PalepuAndrew BeamPublished in: MLHC (2023)
Keyphrases
- single image
- image data
- image content
- image retrieval
- image analysis
- image representation
- input image
- information retrieval
- high resolution
- blind deconvolution
- prior information
- random fields
- image classification
- text information
- image features
- low level
- model selection
- multiscale
- similarity measure
- image collections
- bayesian framework
- image segmentation
- test images
- information theoretic
- segmentation algorithm
- edge detection
- segmentation method
- web images
- variational methods
- level set
- scanned documents
- text graphics