Entropy Maximization and Meta Classification for Out-of-Distribution Detection in Semantic Segmentation

Author:

Chan Robin1,Rottmann Matthias1,Gottschalk Hanno1

Affiliation:

1. University of Wuppertal,IZMD, Faculty of Mathematics and Natural Sciences

Publisher

IEEE

Reference52 articles.

1. Do deep generative models know what they don’t know?;nalisnick;International Conference on Learning Representations,2019

2. Detecting the Unexpected via Image Resynthesis

3. Microsoft COCO: Common Objects in Context;lin;Computer-vision –ECCV 2014,2014

4. Enhancing the reliability of out-of-distribution image detection in neural networks;liang;International Conference on Learning Representations,2018

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