Joshua Andle

Theoretical Understanding of the Information Flow on Continual Learning Performance

"Continual learning (CL) requires a model to continually learn new tasks with incremental available information while retaining previous knowledge. Despite the numerous previous approaches to CL, most of them still suffer forgetting, expensive memory cost, or lack sufficient theoretical understandin…