MetaLearnNCA: Few-Shot Offline Meta-Learning via Interacting Neural Cellular Automata.

arXiv:2610.08479v1 Announce Type: cross Abstract: Few-shot meta-learning traditionally formulates task adaptation either as analytical gradient descent through unrolled computational graphs or as metric-based distance comparisons over flattened 1D fea- ture ve