Visual Studio Magazine

Linear Regression with Pseudo-Inverse Training Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with pseudo-inverse training implemented using JavaScript. Compared to other training techniques, such as ...
IEEE

Solving Audio Inverse Problems with a Diffusion Model

Abstract: This paper presents CQT-Diff, a data-driven generative audio model that can, once trained, be used for solving various different audio inverse problems in a problem-agnostic setting.
The Bulwark

There Is No Mary Problem in ‘It’s a Wonderful Life’

DESPITE ITS SINKING INTO INSIGNIFICANCE upon initial release, the eventual ascendency of It’s a Wonderful Life was always almost inevitable. For one thing, it stars Jimmy Stewart. For another, like ...
IEEE

Distributed Deep Learning Optimization of Heat Equation Inverse Problem Solvers

Abstract: The inversion problem of partial differential equation plays a crucial role in cyber–physical systems applications. This article presents a novel deep learning optimization approach to ...
GitHub

Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance

Abstract: Recent diffusion models provide a promising zero-shot solution to noisy linear inverse problems without retraining for specific inverse problems. In this paper, we reveal that recent methods ...