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Gesina Schwalbe

On Background Bias of Post-Hoc Concept Embeddings in Computer Vision DNNs

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Apr 11, 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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Unveiling Ontological Commitment in Multi-Modal Foundation Models

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Sep 25, 2024
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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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The Anatomy of Adversarial Attacks: Concept-based XAI Dissection

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Mar 25, 2024
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GCPV: Guided Concept Projection Vectors for the Explainable Inspection of CNN Feature Spaces

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Nov 24, 2023
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Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles from Driving Scenes

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Sep 08, 2023
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Quantified Semantic Comparison of Convolutional Neural Networks

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Apr 30, 2023
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Evaluating the Stability of Semantic Concept Representations in CNNs for Robust Explainability

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Apr 28, 2023
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Concept Embedding Analysis: A Review

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Mar 25, 2022
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