OpenAI Blog · Jul 9, 2018
Glow: Better reversible generative models
Reviewed by Errol Vogt, Site support technician & online learning analyst · original summary · editorial policy
Glow: Better reversible generative models. We introduce Glow, a reversible generative model which uses invertible 1x1 convolutions. It extends previous work on reversible generative models and simplifies the architecture. Our model can generate realistic high resolution images, supports efficient sampling, and discovers features that can be used to manipulate attributes of data. We’re releasing code for the model and an online visualization tool so people can explore and build on these results. This update is relevant for small-office operators tracking changes in their tools.
Operator takeaway: For operators: review whether 'Glow: Better reversible generative models' affects your current setup before relying on it in production.