2025
KAC: Kolmogorov-Arnold Classifier for Continual Learning
CVPR 2025highlight
Continual learning requires models to train continuously across consecutive tasks without forgetting. Most existing methods utilize linear classifiers, which struggle to maintain a stable classification space while learning new tasks. Inspired by the success of Kolmogorov-Arnold Networks (KAN) in pr…