Modular Continual Learning via Zero-Leakage Reconstruction Routing and Autonomous Task Discovery
arXiv:2604.14375v1 Announce Type: new
Abstract: Catastrophic forgetting remains a primary hurdle in sequential task learning for artificial neural networks. We propose a silicon-native modular architecture that achieves structural parameter isolation …