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