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Julian Bitterwolf
Julian Bitterwolf
Verified email at uni-tuebingen.de
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Cited by
Year
Why relu networks yield high-confidence predictions far away from the training data and how to mitigate the problem
M Hein, M Andriushchenko, J Bitterwolf
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
5922019
A simple way to make neural networks robust against diverse image corruptions
E Rusak, L Schott, RS Zimmermann, J Bitterwolf, O Bringmann, M Bethge, ...
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
1992020
Certifiably adversarially robust detection of out-of-distribution data
J Bitterwolf, A Meinke, M Hein
Advances in Neural Information Processing Systems 33, 16085-16095, 2020
752020
Increasing the robustness of dnns against im-age corruptions by playing the game of noise
E Rusak, L Schott, R Zimmermann, J Bitterwolfb, O Bringmann, M Bethge, ...
512020
In or out? fixing imagenet out-of-distribution detection evaluation
J Bitterwolf, M Mueller, M Hein
arXiv preprint arXiv:2306.00826, 2023
352023
Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities
J Bitterwolf, A Meinke, M Augustin, M Hein
International Conference on Machine Learning, 2041-2074, 2022
232022
Provably Robust Detection of Out-of-distribution Data (almost) for free
A Meinke, J Bitterwolf, M Hein
arXiv preprint arXiv:2106.04260, 2021
212021
Provably Adversarially Robust Detection of Out-of-distribution Data (almost) for free
A Meinke, J Bitterwolf, M Hein
Advances in Neural Information Processing Systems 35, 30167-30180, 2022
42022
Classifiers should do well even on their worst classes
J Bitterwolf, A Meinke, V Boreiko, M Hein
ICML 2022 Shift Happens Workshop, 2022
32022
Neural Network Heuristic Functions: Taking Confidence into Account
D Heller, P Ferber, J Bitterwolf, M Hein, J Hoffmann
Proceedings of the International Symposium on Combinatorial Search 15 (1 …, 2022
22022
Revisiting out-of-distribution detection: A simple baseline is surprisingly effective
J Bitterwolf, A Meinke, M Augustin, M Hein
22021
In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation
M Hein, M Müller, J Bitterwolf
arXiv, 2023
2023
An Artificial Neural Network for Automated Fault Detection
E Rusak, J Bitterwolf, S Reiter, A Viehl, O Bringmann
Информационные технологии интеллектуальной поддержки принятия решений (ITIDS …, 2018
2018
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