Approaching the Symbol Grounding Problem with Probabilistic Graphical Models.
Stefanie TellexThomas KollarSteven DickersonMatthew R. WalterAshis Gopal BanerjeeSeth J. TellerNicholas RoyPublished in: AI Mag. (2011)
Keyphrases
- probabilistic graphical models
- symbol grounding
- cognitive processes
- graphical models
- image interpretation
- cognitive vision
- semantic interpretation
- object categorization
- markov networks
- first order logic
- belief propagation
- probabilistic inference
- latent variables
- random variables
- exact inference
- conditional random fields
- parameter learning
- approximate inference
- probabilistic model
- vision system
- belief functions
- image analysis
- object recognition
- soft computing
- expert systems
- hidden variables
- bayesian networks
- computational models
- structure learning
- belief networks
- image processing
- cognitive science
- higher order
- fuzzy logic
- hidden markov models
- high level