Bumsub Ham

Learning Probabilistic Prompt for Continual Learning

Hyekang Park, Sanghoon Lee, Geon Lee, Jongyoun Noh, Bumsub Ham

Continual learning aims to progressively learn from a sequence of tasks, each containing a disjoint subset of classes, while preserving previously learned knowledge. Prompt-based continual learning methods propose to learn a small set of parameters, i.e., prompts, by associating…Read more