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Matthias Rottmann

Shape Bias and Robustness Evaluation via Cue Decomposition for Image Classification and Segmentation

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Mar 16, 2025
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TARS: Traffic-Aware Radar Scene Flow Estimation

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Mar 13, 2025
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Poly-MgNet: Polynomial Building Blocks in Multigrid-Inspired ResNets

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Mar 13, 2025
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Does Knowledge About Perceptual Uncertainty Help an Agent in Automated Driving?

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Feb 17, 2025
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Benchmarking Vision Foundation Models for Input Monitoring in Autonomous Driving

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Jan 14, 2025
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On the Influence of Shape, Texture and Color for Learning Semantic Segmentation

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Oct 18, 2024
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Unveiling Ontological Commitment in Multi-Modal Foundation Models

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Sep 25, 2024
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Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks

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Sep 17, 2024
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On the Potential of Open-Vocabulary Models for Object Detection in Unusual Street Scenes

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Aug 20, 2024
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SparseRadNet: Sparse Perception Neural Network on Subsampled Radar Data

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Jun 18, 2024
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