Semantic Communications Based on Adaptive Generative Models and Information Bottleneck.
Sergio BarbarossaDanilo ComminielloEleonora GrassucciFrancesco PezoneStefania SardellittiPaolo Di LorenzoPublished in: IEEE Commun. Mag. (2023)
Keyphrases
- generative model
- information bottleneck
- information theoretic
- multi feature
- probabilistic model
- discriminative learning
- posterior probability
- prior knowledge
- em algorithm
- semi supervised
- natural language
- conditional random fields
- semantic information
- multi class
- mutual information
- hidden variables
- statistical relational learning
- topic models
- object categories
- xml documents
- machine learning