Dominik Żurek

TinySubNets: An Efficient and Low Capacity Continual Learning Strategy

Continual Learning (CL) is a highly relevant setting gaining traction in recent machine learning research. Among CL works, architectural and hybrid strategies are particularly effective due to their potential to adapt the model architecture as new tasks are presented. However, many existing solution…