Radosław Słowiński
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Centrum Transferu Wiedzy i Technologii
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- Al. Zwycięstwa 27, 80-219 Gdańsk
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- +48 58 348 62 62
- biznes@pg.edu.pl
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Publication showcase
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Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift
While recent computer vision algorithms achieve impressive performance on many benchmarks, they lack robustness - presented with an image from a different distribution, (e.g. weather or lighting conditions not considered during training), they may produce an erroneous prediction. Therefore, it is desired that such a model will be able to reliably predict its confidence measure. In this work, uncertainty estimation for the task...
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