Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning

Soumya Roy, Vinay K Verma, Deepak Gupta

This paper proposes a simple but highly efficient expansion-based model for continual learning. The recent feature transformation, masking and factorization-based methods are effic…