Xuze Hao

Relaxing Distillation Constraints for Improved New Class Learning in Continual Semantic Segmentation

Continual Semantic Segmentation (CSS) aims to continuously learn new classes while mitigating catastrophic forgetting. Existing CSS methods primarily address this challenge through knowledge distillation. While they focus on maintaining stability for old classes, this emphasis often restricts plasti…