Architecture Digest

Jan 6, 2017 · Artificial Intelligence

Deep Learning Approaches to Automatic Programming: Black‑Box and Code‑Generation Paradigms

Recent advances in deep learning have enabled machines to automatically generate code, with research divided into black‑box methods that learn input‑output transformations and code‑generation approaches that produce explicit program fragments, exemplified by systems such as Neural Program Interpreters and hierarchical generative CNN models.