Degradation of Feature Space in Continual Learning

Chiara Lanza, Roberto Pereira, Marco Miozzo +2

Centralized training is the standard paradigm in deep learning, enabling models to learn from a unified dataset in a single location. In such setup, isotropic feature distributions…