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David Rauber

2 accepted papers

2025

OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection

CVPR 2025poster

The growing reliance on Artificial Intelligence (AI) in critical domains such as healthcare demands robust mechanisms to ensure the trustworthiness of these systems, especially when faced with unexpected or anomalous inputs. This paper introduces the Open Medical Imaging Benchmarks for Out-Of-Distri…

2020

Semi-Supervised Segmentation based on Error-Correcting Supervision

ECCV 2020poster

Pixel-level classification is an essential part of computer vision. For learning from labeled data, many powerful deep learning models have been developed recently. In this work, we augment such supervised segmentation models by allowing them to learn from unlabeled data. Our semi-supervised approac…

Cited by 125SourcePDFScholar