Robin Hutmacher

12 papers A* 2A 1Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation. ICCV (Workshops) Dan Zhang, Kaspar Sakmann, William Beluch, Robin Hutmacher, Yumeng Li
2023	J	`jnl`	Anomaly-Aware Semantic Segmentation via Style-Aligned OoD Augmentation. CoRR Dan Zhang, Kaspar Sakmann, William Beluch, Robin Hutmacher, Yumeng Li
2023	A*	`conf`	Identification of Systematic Errors of Image Classifiers on Rare Subgroups. ICCV Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang
2023	J	`jnl`	Identification of Systematic Errors of Image Classifiers on Rare Subgroups. CoRR Jan Hendrik Metzen, Robin Hutmacher, N. Grace Hua, Valentyn Boreiko, Dan Zhang
2021	A*	`conf`	Does enhanced shape bias improve neural network robustness to common corruptions? ICLR Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen
2021	J	`jnl`	Does enhanced shape bias improve neural network robustness to common corruptions? CoRR Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen
2021	J	`jnl`	Meta Adversarial Training. CoRR Jan Hendrik Metzen, Nicole Finnie, Robin Hutmacher
2021	J	`jnl`	Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation. CoRR Chaithanya Kumar Mummadi, Robin Hutmacher, Kilian Rambach, Evgeny Levinkov, Thomas Brox, Jan Hendrik Metzen
2020	J	`jnl`	Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers. CoRR Christoph Kamann, Burkhard Güssefeld, Robin Hutmacher, Jan Hendrik Metzen, Carsten Rother
2019	—	`conf`	Calibrating Uncertainty Models for Steering Angle Estimation. ITSC Christian Hubschneider, Robin Hutmacher, J. Marius Zöllner
2016	A	`conf`	Scene recognition for mobile robots by relational object search using Next-Best-View estimates from hierarchical Implicit Shape Models. IROS Pascal Meissner, Ralf Schleicher, Robin Hutmacher, Sven R. Schmidt-Rohr, Rüdiger Dillmann
2015	—	`conf`	StreamPipes: solving the challenge with semantic stream processing pipelines. DEBS Dominik Riemer, Florian Kaulfersch, Robin Hutmacher, Ljiljana Stojanovic