Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation

Yixiong Zou, Shanghang Zhang, Yuhua Li +1

Few-shot class-incremental learning (FSCIL) is designed to incrementally recognize novel classes with only few training samples after the (pre-)training on base classes with suffic…