Daniel Berenberg

Architecture Generalization with MetaNCA

This work introduces Meta Neural Cellular Automata (MetaNCA), a framework that learns local rules which self-organize the weights of artificial neural networks, and shows that MetaNCA generalizes to architectures not seen during meta-training, and that architectural diversity in the training phase strengthens this gene...