Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation

Victor Besnier (1) , Andrei Bursuc , David Picard , Alexandre Briot

1 VALEO

Domaines: Vision par ordinateur et reconnaissance de formes [cs.CV]; Intelligence artificielle [cs.AI]; Machine Learning [stat.ML]

Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot. Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2021, Montreal, France. pp.15681-15690, ⟨10.1109/ICCV48922.2021.01541⟩. ⟨hal-03356564⟩