DeCLIP: Decoupled Prompting for Multi-Label Class-Incremental Learning with CLIP

Kaile Du, Zihan Ye, Junzhou Xie +7

Multi-label class-incremental learning (MLCIL) continuously expands the label space while recognizing multiple co-occurring categories, making catastrophic forgetting a central cha…