High Fidelity Image Counterfactuals with Probabilistic Causal Models.
Fabio De Sousa RibeiroTian XiaMiguel MonteiroNick PawlowskiBen GlockerPublished in: CoRR (2023)
Keyphrases
- high fidelity
- causal models
- real time
- image data
- image features
- image analysis
- causal discovery
- medical image compression
- conditional independence
- high resolution
- input image
- image classification
- image representation
- multi modal
- markov chain
- causal relationships
- structural model
- causal reasoning
- tractable cases
- probabilistic model
- higher education
- image understanding
- image retrieval
- bayesian networks
- video conferencing
- multimedia
- image processing
- causal structure
- structural equation models
- computer vision