Maoxian Wan

Incremental Few-Shot Semantic Segmentation via Multi-Level Switchable Visual Prompts

Existing incremental few-shot semantic segmentation (IFSS) methods often learn novel classes by fine-tuning parameters from previous stages. This inevitably reduces the distinguishability of old class features, leading to catastrophic forgetting and overfitting to limited new samples. In this paper,…