Integral Continual Learning Along the Tangent Vector Field of Tasks

Tian Yu Liu, Aditya Golatkar, Stefano Soatto +1

We propose a lightweight continual learning method which incorporates information from specialized datasets incrementally, by integrating it along the vector field of "generalist"…