Rottmann, Matthias

13 publications

ICCV 2025 TARS: Traffic-Aware Radar Scene Flow Estimation Jialong Wu, Marco Braun, Dominic Spata, Matthias Rottmann

WACV 2024 Identifying Label Errors in Object Detection Datasets by Loss Inspection Marius Schubert, Tobias Riedlinger, Karsten Kahl, Daniel Kröll, Sebastian Schoenen, Siniša Šegvić, Matthias Rottmann

ECCVW 2024 On the Potential of Open-Vocabulary Models for Object Detection in Unusual Street Scenes Sadia Ilyas, Ido Freeman, Matthias Rottmann

ECCV 2024 SparseRadNet: Sparse Perception Neural Network on Subsampled Radar Data Jialong Wu, Mirko Meuter, Markus Schoeler, Matthias Rottmann

WACV 2023 Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification Matthias Rottmann, Marco Reese

WACV 2023 Gradient-Based Quantification of Epistemic Uncertainty for Deep Object Detectors Tobias Riedlinger, Matthias Rottmann, Marius Schubert, Hanno Gottschalk

ICCVW 2023 MGiaD: Multigrid in All Dimensions. Efficiency and Robustness by Weight Sharing and Coarsening in Resolution and Channel Dimensions Antonia van Betteray, Matthias Rottmann, Karsten Kahl

UAI 2022 Towards Unsupervised Open World Semantic Segmentation Svenja Uhlemeyer, Matthias Rottmann, Hanno Gottschalk

NeurIPS 2022 UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers Trained via Conditional GANs Philipp Oberdiek, Gernot Fink, Matthias Rottmann

ICCV 2021 Entropy Maximization and Meta Classification for Out-of-Distribution Detection in Semantic Segmentation Robin Chan, Matthias Rottmann, Hanno Gottschalk

CVPRW 2020 Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation Philipp Oberdiek, Matthias Rottmann, Gernot A. Fink

CVPRW 2019 The Ethical Dilemma When (Not) Setting up Cost-Based Decision Rules in Semantic Segmentation Robin Chan, Matthias Rottmann, Radin Dardashti, Fabian Hüger, Peter Schlicht, Hanno Gottschalk

CVPRW 2019 Uncertainty Measures and Prediction Quality Rating for the Semantic Segmentation of Nested Multi Resolution Street Scene Images Matthias Rottmann, Marius Schubert