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Karsten Roscher

Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes

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Apr 11, 2024
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Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes

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Apr 03, 2024
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Preventing Errors in Person Detection: A Part-Based Self-Monitoring Framework

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Jul 10, 2023
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Diffusion Denoised Smoothing for Certified and Adversarial Robust Out-Of-Distribution Detection

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Mar 29, 2023
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Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models

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Nov 22, 2022
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Is it all a cluster game? -- Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space

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Mar 16, 2022
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OODformer: Out-Of-Distribution Detection Transformer

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Jul 19, 2021
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From Black-box to White-box: Examining Confidence Calibration under different Conditions

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Jan 08, 2021
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