Jiapeng Su

Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation

Few-shot semantic segmentation (FSS) has achieved great success on segmenting objects of novel classes supported by only a few annotated samples. However existing FSS methods often underperform in the presence of domain shifts especially when encountering new domain styles that are unseen during tra…