TIER: Text-Image Entropy Regularization for CLIP-style models.
Anil PalepuAndrew L. BeamPublished in: CoRR (2022)
Keyphrases
- image data
- single image
- image classification
- image features
- random fields
- multiscale
- image representation
- bayesian framework
- low level
- probabilistic model
- image content
- segmentation method
- feature points
- edge detection
- region of interest
- image analysis
- input image
- object recognition
- keywords
- image regions
- test images
- image collections
- pixel values
- web images
- information retrieval
- high resolution
- image retrieval
- parametric models
- complex background
- segmentation algorithm
- information theoretic
- spatial information
- statistical model
- similarity measure