bayesian-neural-networks topic

On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification

activatedgeek

Python 3.7 version of David Barber's MATLAB BRMLtoolbox

MauroCE

Code for Variable Selection in Black Box Methods with RelATive cEntrality (RATE) Measures

lorinanthony

(AAAI 2021) Official TensorFlow implementation of "Vector Quantized Bayesian Neural Network Inference for Data Streams", a temporal smoothing for efficient uncertainty estimation

xxxnell

A pytorch implementation of MCDO(Monte-Carlo Dropout methods)

sungyubkim

Comparison of Variational Autoencoders with Bayesian Neural Networks. Accuracy, Latent space, Reconstruction and White Noise filtering.

ibarrond

[ACM MM 2020] Uncertainty-based Traffic Accident Anticipation

Cogito2012

Bayesian neural networks in PyTorch

martinferianc

On the Effects of Quantisation on Model Uncertainty in Bayesian Neural Networks

martinferianc

A collection of Methods and Models for various architectures of Artificial Neural Networks

kourouklides