SEAL: Searching Expandable Architectures for Incremental Learning

Matteo Gambella, Manuel Roveri

Incremental learning is a machine learning paradigm where a model learns from a sequential stream of tasks. This setting poses a key challenge: balancing plasticity (learning new t…