Neural-guided, Bidirectional Program Search for Abstraction and Reasoning

no code implementations • 22 Oct 2021 • Simon Alford, Anshula Gandhi, Akshay Rangamani, Andrzej Banburski, Tony Wang, Sylee Dandekar, John Chin, Tomaso Poggio, Peter Chin

More specifically, we extend existing execution-guided program synthesis approaches with deductive reasoning based on function inverse semantics to enable a neural-guided bidirectional search algorithm.

Program Synthesis Visual Reasoning