Akhil Gurram

DiGA: Distil To Generalize and Then Adapt for Domain Adaptive Semantic Segmentation

Domain adaptive semantic segmentation methods commonly utilize stage-wise training, consisting of a warm-up and a self-training stage. However, this popular approach still faces several challenges in each stage: for warm-up, the widely adopted adversarial training often results in limited performanc…