Global Average Feature Augmentation for Robust Semantic Segmentation with Transformers

Alberto Gonzalo Rodriguez Salgado, Maying Shen, Philipp Harzig +2

Robustness to out-of-distribution data is crucial for deploying modern neural networks. Recently, Vision Transformers, such as SegFormer for semantic segmentation, have shown impre…