Bayesian Methods

Tutorials for Bayesian approaches to uncertainty estimation.

Training a Bayesian Neural Network in 20 seconds

Training a Bayesian Neural Network in 20 seconds

Training a LeNet with Monte Carlo Batch Normalization

Training a LeNet with Monte Carlo Batch Normalization

Training a LeNet with Monte-Carlo Dropout

Training a LeNet with Monte-Carlo Dropout

Monte Carlo Dropout for Semantic Segmentation on MUAD

Monte Carlo Dropout for Semantic Segmentation on MUAD