Unsupervised program synthesis for images by sampling without replacement

Chenghui Zhou, Chun-Liang Li, Barnabás Póczos

Abstract: Program synthesis has emerged as a successful approach to the image parsing task. Most prior works rely on a two-step scheme involving supervised pretraining of a Seq2Seq model with synthetic progr...