Learning Systems

Brains develop and change following experience. People learn even with only few examples, and can reason and generalize in diverse novel scenarios.
 

To teach machines to generalize from examples, we develop algorithms to represent complex signals in meaningful ways. We teach our machines to understand  sounds and images, and reason about them especially in complex scenes and with few samples.