Guangchen Shi

Bayesian Decomposition and Semantic Completion for Few-shot Semantic Segmentation

Few-shot Semantic Segmentation (FSS) aims to segment objects of novel categories given only a handful of labeled examples. However, existing methods often rely on complex category-specific modeling, resulting in high computational cost and limited generalization under low-data regimes. To address th