Measuring axiomatic soundness of counterfactual image models.
Miguel MonteiroFabio De Sousa RibeiroNick PawlowskiDaniel C. CastroBen GlockerPublished in: ICLR (2023)
Keyphrases
- multiscale
- bayesian framework
- single image
- image classification
- image content
- image features
- image representation
- image retrieval
- image analysis
- image data
- random fields
- parametric models
- spatial information
- template matching
- segmentation method
- hough transform
- image matching
- vector field
- feature points
- image collections
- image segmentation
- input image
- probabilistic model
- image pixels
- region of interest
- tangent distance
- energy function
- image restoration
- parameter estimation
- segmentation algorithm
- d objects
- low level
- bayesian networks
- similarity measure