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Udo Schlegel

Towards Explainable Deep Clustering for Time Series Data

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Jul 28, 2025
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My Answer Is NOT 'Fair': Mitigating Social Bias in Vision-Language Models via Fair and Biased Residuals

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May 26, 2025
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Which LIME should I trust? Concepts, Challenges, and Solutions

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Mar 31, 2025
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Leveraging Color Channel Independence for Improved Unsupervised Object Detection

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Dec 19, 2024
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Navigating the Maze of Explainable AI: A Systematic Approach to Evaluating Methods and Metrics

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Sep 25, 2024
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Interactive dense pixel visualizations for time series and model attribution explanations

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Aug 27, 2024
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Finding the DeepDream for Time Series: Activation Maximization for Univariate Time Series

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Aug 20, 2024
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Interactive Counterfactual Generation for Univariate Time Series

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Aug 20, 2024
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Introducing the Attribution Stability Indicator: a Measure for Time Series XAI Attributions

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Oct 06, 2023
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Visual Explanations with Attributions and Counterfactuals on Time Series Classification

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Jul 14, 2023
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