bayesian-deep-learning topic

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

kumar-shridhar

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

fregu856

Sparse Variational Dropout, ICML 2017

bayesgroup

MLSS2019 Tutorial on Bayesian Deep Learning

ivannz

Second Order Optimization and Curvature Estimation with K-FAC in JAX.

google-deepmind

Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

cambridge-mlg

(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.

xxxnell

Structured Bayesian Pruning, NIPS 2017

necludov

Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.

IntelLabs

pytorch implementation of Structured Bayesian Pruning

gaosh