Free energy of Bayesian Convolutional Neural Network with Skip Connection.
Shuya NagayasuSumio WatanabePublished in: CoRR (2023)
Keyphrases
- free energy
- convolutional neural network
- posterior distribution
- face detection
- belief propagation
- probability distribution
- upper bound
- competitive learning
- latent variables
- hyperparameters
- loopy belief propagation
- parameter estimation
- fixed point
- posterior probability
- bayesian framework
- neural network
- bayesian networks
- model selection
- maximum likelihood
- approximate inference
- graphical models
- object detection
- maximum a posteriori
- random variables
- message passing
- probabilistic inference
- probabilistic model