High Fidelity Image Counterfactuals with Probabilistic Causal Models.
Fabio De Sousa RibeiroTian XiaMiguel MonteiroNick PawlowskiBen GlockerPublished in: ICML (2023)
Keyphrases
- high fidelity
- causal models
- image data
- real time
- causal discovery
- high resolution
- input image
- multiscale
- image features
- causal relations
- conditional independence
- image classification
- medical image compression
- structural equation models
- causal reasoning
- directed acyclic graph
- bayesian networks
- causal graph
- image segmentation
- causal inference
- image analysis
- structural model
- knowledge discovery
- image representation
- vector quantization
- probabilistic model
- image interpretation
- high quality
- image sequences
- image processing
- e learning