Robin Hutmacher

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 11

Top Topics

Semantic Segmentation

Top Venues

Publications

Dan Zhang, Kaspar Sakmann, William Beluch, Robin Hutmacher, Yumeng Li
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation. ICCV (Workshops) (2023)
Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang
Identification of Systematic Errors of Image Classifiers on Rare Subgroups. ICCV (2023)
Dan Zhang, Kaspar Sakmann, William Beluch, Robin Hutmacher, Yumeng Li
Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation. CoRR (2023)
Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang
Identification of Systematic Errors of Image Classifiers on Rare Subgroups. CoRR (2023)
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 (2021)
Jan Hendrik Metzen, Nicole Finnie, Robin Hutmacher
Meta Adversarial Training. CoRR (2021)
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)
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 (2021)
Christoph Kamann, Burkhard Güssefeld, Robin Hutmacher, Jan Hendrik Metzen, Carsten Rother
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers. CoRR (2020)
Christian Hubschneider, Robin Hutmacher, J. Marius Zöllner
Calibrating Uncertainty Models for Steering Angle Estimation. ITSC (2019)
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)
Dominik Riemer, Florian Kaulfersch, Robin Hutmacher, Ljiljana Stojanovic
StreamPipes: solving the challenge with semantic stream processing pipelines. DEBS (2015)