most citedCloser Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift

7 citations · 12 across the 3 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2021

Robust Object Detection with Multi-input Multi-output Faster R-CNN

Sebastian Cygert, Andrzej Czyzewski

Recent years have seen impressive progress in visual recognition on many benchmarks, however, generalization to the real-world in out-of-distribution setting remains a significant…

cs.CV2021★ 7 cited

Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift

Sebastian Cygert, Bartłomiej Wróblewski, Karol Woźniak +2

While recent computer vision algorithms achieve impressive performance on many benchmarks, they lack robustness - presented with an image from a different distribution, (e.g. weath…