CLoRA: Parameter-Efficient Continual Learning with Low-Rank Adaptation

Shishir Muralidhara, Didier Stricker, René Schuster

In the past, continual learning (CL) was mostly concerned with the problem of catastrophic forgetting in neural networks, that arises when incrementally learning a sequence of task…