Sparsity-driven emergence of functional modularity in multitask neural networks.

arXiv:2610.32153v1 Announce Type: cross Abstract: Neural networks can learn multiple tasks, but how learning organizes shared computation into specialized and reusable components remains poorly understood. In this work, we show that sparsity inducing regulariz