FIRENET technical overview

The aim of this paragraph is to introduce the curious reader to the construction of FIRENET and the underlying theory. See the blog post. As we mentioned before, a model is unstable if there exist a small (in norm) perturbation [...]

A stable neural network for Image Super Resolution

This article is about the of stability of neural networks output when dealing with the Image Super Resolution problem, i.e. that of recovering the original high-resolution image by a corrupted low-resolution version of it. This was the topic of the [...]