blitz-bayesian-deep-learning

Awesome resources on normalizing flows.

Bayesian Deep Learning: A Survey

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

Gaussian Processes for Experimental Sciences

Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).

Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.

MLSS2019 Tutorial on Bayesian Deep Learning