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

7 citations · 7 across the 1 of their papers we have counts for

collaborators

2 papers

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…

cs.LG2021

Robustness in Compressed Neural Networks for Object Detection

Sebastian Cygert, Andrzej Czyżewski

Model compression techniques allow to significantly reduce the computational cost associated with data processing by deep neural networks with only a minor decrease in average accu…