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Robin Hutmacher
Robin Hutmacher
Bosch Center for Artificial Intelligence
Verified email at de.bosch.com
Title
Cited by
Cited by
Year
Test-time adaptation to distribution shift by confidence maximization and input transformation
CK Mummadi, R Hutmacher, K Rambach, E Levinkov, T Brox, JH Metzen
arXiv preprint arXiv:2106.14999, 2021
322021
Does enhanced shape bias improve neural network robustness to common corruptions?
CK Mummadi, R Subramaniam, R Hutmacher, J Vitay, V Fischer, ...
arXiv preprint arXiv:2104.09789, 2021
262021
Calibrating uncertainty models for steering angle estimation
C Hubschneider, R Hutmacher, JM Z÷llner
2019 IEEE intelligent transportation systems conference (ITSC), 1511-1518, 2019
192019
StreamPipes: solving the challenge with semantic stream processing pipelines
D Riemer, F Kaulfersch, R Hutmacher, L Stojanovic
Proceedings of the 9th ACM international conference on distributed eventá…, 2015
182015
Meta adversarial training against universal patches
JH Metzen, N Finnie, R Hutmacher
arXiv preprint arXiv:2101.11453, 2021
92021
Scene recognition for mobile robots by relational object search using next-best-view estimates from hierarchical implicit shape models
P Mei▀ner, R Schleicher, R Hutmacher, SR Schmidt-Rohr, R Dillmann
2016 IEEE/RSJ International Conference on Intelligent Robots and Systemsá…, 2016
32016
Identification of Systematic Errors of Image Classifiers on Rare Subgroups
JH Metzen, R Hutmacher, NG Hua, V Boreiko, D Zhang
arXiv preprint arXiv:2303.05072, 2023
22023
Measuring the sensitivity of neural network image classifiers against adversarial attacks
R Hutmacher, JH Metzen, NY Finnie
US Patent App. 17/187,255, 2021
12021
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation
D Zhang, K Sakmann, W Beluch, R Hutmacher, Y Li
arXiv preprint arXiv:2308.09965, 2023
2023
Device and method for determining a semantic segmentation and/or an instance segmentation of an image
CK Mummadi, JH Metzen, R Hutmacher
US Patent App. 17/894,358, 2023
2023
Identification of Systematic Errors of Image Classifiers on Rare Subgroups
J Hendrik Metzen, R Hutmacher, NG Hua, V Boreiko, D Zhang
arXiv e-prints, arXiv: 2303.05072, 2023
2023
Device and method to adapt a pretrained machine learning system to target data that has different distribution than the training data without the necessity of human annotationsá…
CK Mummadi, E Levinkov, JH Metzen, K Rambach, R Hutmacher
US Patent App. 17/747,361, 2022
2022
Data-based updating of the training of classifier networks
CK Mummadi, JH Metzen, K Rambach, R Hutmacher
US Patent App. 17/479,161, 2022
2022
Device and method for training a classifier and assessing the robustness of a classifier
R Hutmacher, JH Metzen, NY Finnie
US Patent App. 17/228,126, 2021
2021
Device and method for training a classifier
R Hutmacher, JH Metzen, NY Finnie
US Patent App. 17/225,484, 2021
2021
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