Trumpets: Injective Flows for Inference and Inverse Problems

Konik Kothari, AmirEhsan Khorashadizadeh, Maarten de Hoop +1

We propose injective generative models called Trumpets that generalize invertible normalizing flows. The proposed generators progressively increase dimension from a low-dimensional…