Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning

Juntae Lee, Munawar Hayat, Sungrack Yun

Few-shot class incremental learning (FSCIL) enables the continual learning of new concepts with only a few training examples. In FSCIL, the model undergoes substantial updates, mak…