Learning to Infer Graphics Programs from Hand-Drawn Images

Universal sequential search problems

Leonid Anatolevich Levin · 1973

Earlier work this paper cites.

Optimum sequential search

Raymond J Solomonoff · 1984

Earlier work this paper cites.

Sequential Monte Carlo Methods in Practice

Arnaud Doucet, Nando De Freitas, and Neil Gordon, editors · 2001

Earlier work this paper cites.

Optimal ordered problem solver

Jürgen Schmidhuber · 2004

Earlier work this paper cites.

Program Synthesis By Sketching

Armando Solar Lezama · 2008

Earlier work this paper cites.

Cogsketch: Sketch understanding for cognitive science research and for education

Kenneth Forbus, Jeffrey Usher, Andrew Lovett, Kate Lockwood, and Jon Wetzel · 2011

Earlier work this paper cites.

Spatial transformer networks

Max Jaderberg, Karen Simonyan, Andrew Zisserman, et al · 2015

Earlier work this paper cites.

Show and tell: A neural image caption generator

Oriol Vinyals, Alexander Toshev, Samy Bengio, and Dumitru Erhan · 2015

Earlier work this paper cites.

Flashmeta: A framework for inductive program synthesis

Oleksandr Polozov and Sumit Gulwani · 2015

Cited alongside, same era.

Grammar as a foreign language

Oriol Vinyals, Łukasz Kaiser, Terry Koo, Slav Petrov, Ilya Sutskever, and Geoffrey Hinton · 2015

Cited alongside, same era.

Inference networks for sequential monte carlo in graphical models

Brooks Paige and Frank Wood · 2016

Cited alongside, same era.

Neurally-guided procedural models: Amortized inference for procedural graphics programs using neural networks

Daniel Ritchie, Anna Thomas, Pat Hanrahan, and Noah Goodman · 2016

Cited alongside, same era.

Attend, infer, repeat: Fast scene understanding with generative models

SM Eslami, N Heess, and T Weber · 2016

Cited alongside, same era.

Deep Learning

Ian Goodfellow, Yoshua Bengio, and Aaron Courville · 2016

Cited alongside, same era.

Hybrid computing using a neural network with dynamic external memory

Alex Graves, Greg Wayne, Malcolm Reynolds, Tim Harley, Ivo Danihelka, Agnieszka Grabska-Barwińska, Sergio Gómez Colmenarejo, Edward Grefenstette, Tiago Ramalho, John Agapiou, et al · 2016

Later among the works it cites.

Semi-automated svg programming via direct manipulation

Brian Hempel and Ravi Chugh · 2016

Later among the works it cites.

Interactive sketching of urban procedural models

Gen Nishida, Ignacio Garcia-Dorado, Daniel G. Aliaga, Bedrich Benes, and Adrien Bousseau · 2016

Later among the works it cites.

Neural scene de-rendering

Jiajun Wu, Joshua B Tenenbaum, and Pushmeet Kohli · 2017

Closest in time.

Image-to-markup generation with coarse-to-fine attention

Yuntian Deng, Anssi Kanervisto, Jeffrey Ling, and Alexander M. Rush · 2017

Closest in time.

Shape synthesis from sketches via procedural models and convolutional networks

Haibin Huang, Evangelos Kalogerakis, Ersin Yumer, and Radomir Mech · 2017