TaskKnowledgeBank

New method reframes continual learning as retrieval-based memory management

Researchers have introduced Neural Subspace Reallocation (NSR), a novel approach to continual learning that frames the process as memory management within parameter subspaces. NSR treats Low-Rank Adaptation (LoRA) modul…