Reliability in semantic segmentation: are we on the right track?

Motivated by the increasing popularity of transformers in computer vision, in recent times there has been a rapid development of novel architectures. While in-domain performance follows a constant, upward trend, properties like robustness or uncertainty estimation are less explored-leaving doubts ab...

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Bibliographic Details
Main Authors: De Jorge, P, Volpi, R, Torr, P, Rogez, G
Format: Conference item
Language:English
Published: IEEE 2023