NORACL: Neurogenesis for Oracle-free Resource-Adaptive Continual Learning

The paper proposes NORACL, inspired by biological neurogenesis, to address the stability-plasticity dilemma in continual learning. It tackles the oracle architecture problem, where finite networks have limited resources for unknown future tasks.