Anastasios Romanos Varvarigos

Open-World Semantic Segmentation with Sensitivity Modeling

This work addresses open-world semantic segmentation, the joint task of segmenting known classes while detecting and grouping novel or anomalous content without additional supervision, by extending a dual-decoder baseline with a third, complementary decoder within a unified encoder-decoder design.