1 code implementation • NeurIPS 2021 • Nishad Gothoskar, Marco Cusumano-Towner, Ben Zinberg, Matin Ghavamizadeh, Falk Pollok, Austin Garrett, Joshua B. Tenenbaum, Dan Gutfreund, Vikash K. Mansinghka
We present 3DP3, a framework for inverse graphics that uses inference in a structured generative model of objects, scenes, and images.
no code implementations • pproximateinference AABI Symposium 2021 • George Matheos, Alexander K. Lew, Matin Ghavamizadeh, Stuart Russell, Marco Cusumano-Towner, Vikash Mansinghka
Open-universe probabilistic models enable Bayesian inference about how many objects underlie data, and how they are related.