Guangyu Gao*

Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation

"Class Incremental Semantic Segmentation (CISS), within Incremental Learning for semantic segmentation, targets segmenting new categories while reducing the catastrophic forgetting on the old categories. Besides, background shifting, where the background category changes constantly in each step, is…