Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning Analysis

The author proposes a novel approach using Graph-to-Graph interaction to address the challenges of Few-Shot Class-Incremental Learning, enhancing memory retrieval and preventing catastrophic forgetting.