most citedDeep Involutive Generative Models for Neural MCMC

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stat.ML2020

Neural Group Actions

Span Spanbauer, Luke Sciarappa

We introduce an algorithm for designing Neural Group Actions, collections of deep neural network architectures which model symmetric transformations satisfying the laws of a given…

stat.ML2020★ 7 cited

Deep Involutive Generative Models for Neural MCMC

Span Spanbauer, Cameron Freer, Vikash Mansinghka

We introduce deep involutive generative models, a new architecture for deep generative modeling, and use them to define Involutive Neural MCMC, a new approach to fast neural MCMC.…