Causal Probabilistic Based Variational Autoencoders Capable of Handling Noisy Inputs Using Fuzzy Logic Rules.
Usef FaghihiCyrus KalantarpourAmir SakiPublished in: SAI (2) (2022)
Keyphrases
- bayesian networks
- causal networks
- probabilistic relational
- logical rules
- causal models
- decision trees
- denoising
- image segmentation
- association rules
- causal independence
- rule sets
- causal links
- continuous valued
- conditional probability distributions
- background knowledge
- graphical models
- knowledge representation
- optical flow
- attribute values
- noisy data
- production rules
- causal relationships
- causal reasoning
- causal relations
- input data
- joint probability
- probabilistic model
- image processing
- neural network