Continual Learning with Dependency Preserving Hypernetworks

Dupati Srikar Chandra, Sakshi Varshney, P. K. Srijith +1

Humans learn continually throughout their lifespan by accumulating diverse knowledge and fine-tuning it for future tasks. When presented with a similar goal, neural networks suffer…