REDAR: Reinforcement-Driven Adaptive Regularisation for Class Incremental Learning

Akila Ayanthi, Darshana Priyasad, Tharindu Fernando +3

Regularisation-based class-incremental learning (CIL) methods control the stability-plasticity trade-off through fixed coefficients tuned offline, independently of the continual le…