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Robin Hutmacher
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2020 – today
- 2023
- [c6]Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang:
Identification of Systematic Errors of Image Classifiers on Rare Subgroups. ICCV 2023: 5041-5050 - [c5]Dan Zhang, Kaspar Sakmann, William Beluch, Robin Hutmacher, Yumeng Li:
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation. ICCV (Workshops) 2023: 4067-4075 - [i6]Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang:
Identification of Systematic Errors of Image Classifiers on Rare Subgroups. CoRR abs/2303.05072 (2023) - [i5]Dan Zhang, Kaspar Sakmann, William Beluch, Robin Hutmacher, Yumeng Li
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Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation. CoRR abs/2308.09965 (2023) - 2021
- [c4]Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen:
Does enhanced shape bias improve neural network robustness to common corruptions? ICLR 2021 - [i4]Jan Hendrik Metzen, Nicole Finnie, Robin Hutmacher:
Meta Adversarial Training. CoRR abs/2101.11453 (2021) - [i3]Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen:
Does enhanced shape bias improve neural network robustness to common corruptions? CoRR abs/2104.09789 (2021) - [i2]Chaithanya Kumar Mummadi, Robin Hutmacher, Kilian Rambach, Evgeny Levinkov, Thomas Brox, Jan Hendrik Metzen:
Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation. CoRR abs/2106.14999 (2021) - 2020
- [i1]Christoph Kamann, Burkhard Güssefeld, Robin Hutmacher, Jan Hendrik Metzen, Carsten Rother:
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers. CoRR abs/2010.05495 (2020)
2010 – 2019
- 2019
- [c3]Christian Hubschneider, Robin Hutmacher, J. Marius Zöllner:
Calibrating Uncertainty Models for Steering Angle Estimation. ITSC 2019: 1511-1518 - 2016
- [c2]Pascal Meissner
, Ralf Schleicher, Robin Hutmacher, Sven R. Schmidt-Rohr, Rüdiger Dillmann:
Scene recognition for mobile robots by relational object search using Next-Best-View estimates from hierarchical Implicit Shape Models. IROS 2016: 137-144 - 2015
- [c1]Dominik Riemer, Florian Kaulfersch, Robin Hutmacher, Ljiljana Stojanovic:
StreamPipes: solving the challenge with semantic stream processing pipelines. DEBS 2015: 330-331
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