Robin Hutmacher

According to our database, Robin Hutmacher authored at least 9 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation.

Dan Zhang, Kaspar Sakmann, William Beluch, Robin Hutmacher, Yumeng Li

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Identification of Systematic Errors of Image Classifiers on Rare Subgroups.

Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2021

Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation.

Chaithanya Kumar Mummadi, Robin Hutmacher, Kilian Rambach, Evgeny Levinkov, Thomas Brox, Jan Hendrik Metzen

CoRR, 2021

Meta Adversarial Training.

Jan Hendrik Metzen, Nicole Finnie, Robin Hutmacher

CoRR, 2021

Does enhanced shape bias improve neural network robustness to common corruptions?

Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers.

Christoph Kamann, Burkhard Güssefeld, Robin Hutmacher, Jan Hendrik Metzen, Carsten Rother

CoRR, 2020

2019

Calibrating Uncertainty Models for Steering Angle Estimation.

Christian Hubschneider, Robin Hutmacher, J. Marius Zöllner

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2016

Scene recognition for mobile robots by relational object search using Next-Best-View estimates from hierarchical Implicit Shape Models.

Pascal Meissner, Ralf Schleicher, Robin Hutmacher, Sven R. Schmidt-Rohr, Rüdiger Dillmann

Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

2015

StreamPipes: solving the challenge with semantic stream processing pipelines.

Dominik Riemer, Florian Kaulfersch, Robin Hutmacher, Ljiljana Stojanovic

Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems, 2015