Pierluigi Zama Ramirez

Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries

2021 · arXiv (Cornell University)

Although deep neural networks have achieved remarkable results for the task of semantic segmentation, they usually fail to generalize towards new domains, especially when performing synthetic-to-real adaptation. Such domain shift is particularly noticeable along class …