Human-level concept learning through probabilistic program induction -- visual Turing tests

By Brenden Lake, Ruslan Salakhutdinov, and Joshua Tenenbaum
Email: brenden at-sign nyu dot edu

Try our "visual Turing tests" with feedback after every trial. The main tests described in the paper can be accessed here.


Four tasks for comparing humans versus machines (full feedback)

Generating new exemplars

Generating new exemplars (dynamic)

Generating new concepts (from type)

Generating new concepts (unconstrained)