Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders

1 code implementation • 4 May 2021 • Felix Möller, Diego Botache, Denis Huseljic, Florian Heidecker, Maarten Bieshaar, Bernhard Sick

For this purpose, we propose a novel approach that allows for the generation of out-of-distribution datasets based on a given in-distribution dataset.

Decoder Out-of-Distribution Detection +2