Spectral-Aware Analytic Class-Incremental Learning for Long-Tailed Distributions

Quyen Tran, Hai Nguyen, Quan Dao +4

Analytic Continual Learning (ACL) offers a computationally efficient alternative to gradient-based approaches. Recent ACL methods are based on Recursive Least Squares (RLS) and hav…