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MS. Kim-Celine Kahl

PhD Student @ IML / MIC
Working on uncertainty and robustness in vision and vision language models

Publications

ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation

Kahl K, Lüth C, Zenk M, Maier-Hein K, Jaeger P - arXiv - 2024

10.48550/arXiv.2401.08501

SURE-VQA: Systematic Understanding of Robustness Evaluation in Medical VQA Tasks

Kahl K, Erkan S, Traub J, Lüth C, Maier-Hein K, Maier-Hein L, Jaeger P - arXiv - 2024

10.48550/arXiv.2411.19688

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Kim-Celine Kahl in Helmholtz Imaging CONNECT:

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Deutsches Krebsforschungszentrum (DKFZ)

More than 450,000 people are diagnosed with cancer each year in Germany. Cancer is a disease that poses enormous challenges to research, because every cancer is different and its course can vary immensely even from …

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Division of Medical Image Computing

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Interactive Machine Learning (IML)

Considering human interaction when designing machine learning (ML) systems bears great potential: On the one hand, decision-making in ML systems remains imperfect in practice, thus requiring human interaction for safety-critical applications such as clinical diagnostics. …

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