Projects

Model Zoo: A Growing “Brain” that Learns Continually

Model Zoo: A Growing “Brain” that Learns Continually

This work shows that machine learning models benefit from splitting their learning capacity when tackling multiple tasks. To this end, we propose Model Zoo: an algorithm that trains on related subsets of tasks using an algorithm inspired by boosting. Read more here!

To read the full paper, see here

Pratik Chaudhari

Assistant Professor, ESE


Rahul Ramesh

PhD, CIS


Model Zoo: A Growing “Brain” that Learns Continually