Abstract: In this article, we address a problem of output regulation for a broad class of invertible multi-input–multi-output (MIMO) nonlinear systems. The system that we consider is assumed to ...

Impact Statement: Invertible neural networks possess unique advantages over other generative models due to their full reversibility and minimal information loss. This article introduces an invertible ...

Maybe this is a stupid question, but I have been puzzled for quite a long time. In the image super-resolution task, the input and output have different dimensions. How to build such an invertible ...