Plug-and-Play Compositionality for Boosting Continual Learning with Foundation Models

TL;DR

We introduce CompSLOT, a universal concept learning method to continual learning with foundation models system to establish a concept-level understanding of class prediction for alternative continual learners.

Opening excerpt from the authors’ abstract. source