Scene Uncertainty and the Wellington Posterior of Deterministic Image Classifiers

Stephanie Tsuei, Aditya Golatkar, Stefano Soatto

We propose a method to estimate the uncertainty of the outcome of an image classifier on a given input datum. Deep neural networks commonly used for image classification are determ…