Prototype-Based Continual Learning with Label-free Replay Buffer and Cluster Preservation Loss

Agil Aghasanli, Yi Li, Plamen Angelov

Continual learning techniques employ simple replay sample selection processes and use them during subsequent tasks. Typically, they rely on labeled data. In this paper, we depart f…