Julian Bitterwolf
Eberhard Karls Universität Tübingen
H-index: 7
Europe-Germany
Top articles of Julian Bitterwolf
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation | arXiv preprint arXiv:2306.00826 | Julian Bitterwolf Maximilian Mueller Matthias Hein | 2023/6/1 |
Provably Adversarially Robust Detection of Out-of-distribution Data (almost) for free | Advances in Neural Information Processing Systems | Alexander Meinke Julian Bitterwolf Matthias Hein | 2022/12/6 |
Neural Network Heuristic Functions: Taking Confidence into Account | Proceedings of the International Symposium on Combinatorial Search | Daniel Heller Patrick Ferber Julian Bitterwolf Matthias Hein Jörg Hoffmann | 2022/7/17 |
Breaking 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 | 2022/6/28 | |
Classifiers should do well even on their worst classes | Julian Bitterwolf Alexander Meinke Valentyn Boreiko Matthias Hein | 2022/6/4 | |
Revisiting out-of-distribution detection: A simple baseline is surprisingly effective | Julian Bitterwolf Alexander Meinke Maximilian Augustin Matthias Hein | 2021/10/6 | |
Provably Robust Detection of Out-of-distribution Data (almost) for free | arXiv preprint arXiv:2106.04260 | Alexander Meinke Julian Bitterwolf Matthias Hein | 2021/6/8 |
Certifiably adversarially robust detection of out-of-distribution data | Advances in Neural Information Processing Systems | Julian Bitterwolf Alexander Meinke Matthias Hein | 2020 |
A simple way to make neural networks robust against diverse image corruptions | Evgenia Rusak Lukas Schott Roland S Zimmermann Julian Bitterwolf Oliver Bringmann | 2020 | |
Increasing the robustness of dnns against im-age corruptions by playing the game of noise | Evgenia Rusak Lukas Schott Roland Zimmermann Julian Bitterwolfb Oliver Bringmann | 2020 |
