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Nadja Klein

Uncertainty-Aware Trajectory Prediction via Rule-Regularized Heteroscedastic Deep Classification

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Apr 17, 2025
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Beware of "Explanations" of AI

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Apr 09, 2025
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Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection

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Mar 24, 2025
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WeedsGalore: A Multispectral and Multitemporal UAV-based Dataset for Crop and Weed Segmentation in Agricultural Maize Fields

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Feb 18, 2025
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Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark Study

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May 31, 2024
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Cost-Sensitive Uncertainty-Based Failure Recognition for Object Detection

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Apr 26, 2024
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Sparse Explanations of Neural Networks Using Pruned Layer-Wise Relevance Propagation

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Apr 22, 2024
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Informed Spectral Normalized Gaussian Processes for Trajectory Prediction

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Mar 18, 2024
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Boosting Causal Additive Models

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Jan 12, 2024
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The Deep Promotion Time Cure Model

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May 19, 2023
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