2026
LCA: Local Classifier Alignment for Continual Learning
ICLR 2026poster
A fundamental requirement for intelligent systems is the ability to learn continuously under changing environments. However, models trained in this regime often suffer from catastrophic forgetting. Leveraging pre-trained models has recently emerged as a promising solution, since their generalized fe…