My-implementation-of-What-Uncertainties-Do-We-Need-in-Bayesian-Deep-Learning-for-Computer-Vision the sigma in aleatoric uncertainty

the sigma in aleatoric uncertainty

Open ConanCui opened this issue 4 years ago • 11 comments

Hi, I notice that you get the mu and sigma as https://github.com/ShellingFord221/My-implementation-of-What-Uncertainties-Do-We-Need-in-Bayesian-Deep-Learning-for-Computer-Vision/blob/e6ed204cd25ac995eb8ec8da701117dcd5aabb1d/classification_aleatoric.py#L81.

As I know, sigma should be larger than zero, how can the real value in logit.split to satisfy this condition.

Apr 16 '20 11:04 ConanCui

My-implementation-of-What-Uncertainties-Do-We-Need-in-Bayesian-Deep-Learning-for-Computer-Vision My-implementation-of-What-Uncertainties-Do-We-Need-in-Bayesian-Deep-Learning-for-Computer-Vision copied to clipboard

the sigma in aleatoric uncertainty

My-implementation-of-What-Uncertainties-Do-We-Need-in-Bayesian-Deep-Learning-for-Computer-Vision
My-implementation-of-What-Uncertainties-Do-We-Need-in-Bayesian-Deep-Learning-for-Computer-Vision copied to clipboard