When Does Structure Matter in Continual Learning? The Critical Role of Dimensionality in Controlling Modularity
A latest arXiv study reveals that input dimensionality is the key factor determining whether modular structures can effe…
4 articles about 'Continual Learning'
A latest arXiv study reveals that input dimensionality is the key factor determining whether modular structures can effe…
A new study proposes an adaptive weight decay mechanism that enables AI agents to 'learn to forget' like humans, dynamic…
A latest arXiv paper proposes the NORACL framework, drawing inspiration from biological neurogenesis mechanisms to achie…
New research reveals that memory-based LLM agents have not truly solved the stability-plasticity dilemma in continual le…