When Does Structure Matter in Continual Learning? Dimensionality Controls When Modularity Shapes Representational Geometry
arXiv:2604.27656v1 Announce Type: new
Abstract: To preserve previously learned representations, continual learning systems must strike a balance between plasticity, the ability to acquire new knowledge, and stability. This stability-plasticity dilemma…