Kambiz Azarian

Transadapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation

Test-time adaptive (TTA) semantic segmentation adapts a source pre-trained image semantic segmentation model to unlabeled batches of target domain test images, different from real-world, where samples arrive one-by-one in an online fashion. To tackle online settings, we propose TransAdapt, a framewo…