7 open source projects by yaringal

Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832

Dropout As A Bayesian Approximation: Code

Demos demonstrating the difference between homoscedastic and heteroscedastic regression with dropout uncertainty.

What My Deep Model Doesn't Know...

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"