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Carsten Rother

Out of distribution detection for intra-operative functional imaging

Nov 05, 2019
Tim J. Adler, Leonardo Ayala, Lynton Ardizzone, Hannes G. Kenngott, Anant Vemuri, Beat P. Müller-Stich, Carsten Rother, Ullrich Köthe, Lena Maier-Hein

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* Proceedings of the First International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2019, and the 8th International Workshop on Clinical Image-Based Procedures, CLIP 2019
* The final authenticated version is available online at https://doi.org/10.1007/978-3-030-32689-0_8

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Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift

Sep 19, 2019
Titus Leistner, Hendrik Schilling, Radek Mackowiak, Stefan Gumhold, Carsten Rother

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* Published at International Conference on 3D Vision (3DV) 2019

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Benchmarking the Robustness of Semantic Segmentation Models

Aug 14, 2019
Christoph Kamann, Carsten Rother

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* 24 pages, 22 figures

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Expert Sample Consensus Applied to Camera Re-Localization

Aug 07, 2019
Eric Brachmann, Carsten Rother

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* ICCV 2019. Supplementary materials included

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Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses

May 10, 2019
Eric Brachmann, Carsten Rother

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