Neurally-Guided Procedural Models: Amortized Inference for Procedural Graphics Programs using Neural Networks

Daniel Ritchie, Anna Thomas, Pat Hanrahan +1

Probabilistic inference algorithms such as Sequential Monte Carlo (SMC) provide powerful tools for constraining procedural models in computer graphics, but they require many sample…