Bingye Wang

Multi-Layer Knowledge Distillation for Continual Semantic Segmentation

Recently, knowledge distillation has shown promising results for continual semantic segmentation (CSS). Despite their success, several key issues have not been well addressed in existing studies: 1) Difficulty to balance new and old classes, challenged by catastrophic forgetting. 2) Complex informat…