Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning

Mark D. McDonnell, Dong Gong, Ehsan Abbasnejad +1

Continual learning requires a model to adapt to ongoing changes in the data distribution, and often to the set of tasks to be performed. It is rare, however, that the data and task…