Kalman Bayesian Neural Networks for Closed-form Online Learning.
Philipp WagnerXinyang WuMarco F. HuberPublished in: CoRR (2021)
Keyphrases
- closed form
- online learning
- neural network
- marginal likelihood
- hyperparameters
- e learning
- iterative procedure
- posterior distribution
- point correspondences
- variational inference
- kalman filter
- maximum likelihood
- closed form solutions
- active learning
- filtering algorithm
- bayesian networks
- natural image matting
- graph cuts
- motion parameters
- rigid motion
- exponential family
- multiresolution
- image sequences