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Julian Bitterwolf

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

6

Venues

4

Active years

2019–2023

Best venue rank

A*

Where they publish

Papers

6 indexed papers, newest first.

YearVenueTitleAuthors
2023ICMLIn or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation.Julian Bitterwolf, Maximilian Mller, Matthias Hein
2022ICMLBreaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities.Julian Bitterwolf, Alexander Meinke, Maximilian Augustin, Matthias Hein
2022SoCSNeural Network Heuristic Functions: Taking Confidence into Account.Daniel Heller, Patrick Ferber, Julian Bitterwolf, Matthias Hein, Jrg Hoffmann
2020ECCVA Simple Way to Make Neural Networks Robust Against Diverse Image Corruptions.Evgenia Rusak, Lukas Schott, Roland S. Zimmermann, Julian Bitterwolf, Oliver Bringmann, Matthias Bethge, Wieland Brendel
2019CVPRWhy ReLU Networks Yield High-Confidence Predictions Far Away From the Training Data and How to Mitigate the Problem.Matthias Hein, Maksym Andriushchenko, Julian Bitterwolf
2019CVPRWhy ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem.Matthias Hein, Maksym Andriushchenko, Julian Bitterwolf