Implicit Assumptions About Tasks in Continual Learning

Kathrin Korte, Christian Metzner, Akshay Bedhotiya +3

Continual learning is the study of how a model accumulates knowledge from data received over time, rather than all at once. In practice, this is typically achieved by dividing a da…