A Probabilistic Framework for Modular Continual Learning

Lazar Valkov, Akash Srivastava, Swarat Chaudhuri +1

Modular approaches that use a different composition of modules for each problem are a promising direction in continual learning (CL). However, searching through the large, discrete…