Title:	Super-resolution with diffusion models
DNr:	Berzelius-2023-194
Project Type:	LiU Berzelius
Principal Investigator:	Zheng Zhao <zheng.zhao@liu.se>
Affiliation:	Uppsala universitet
Duration:	2023-09-01 – 2024-03-01
Classification:	10106
Homepage:	https://www.katalog.uu.se/profile/?id=N22-339
Keywords:

Abstract

In this project we solve the image super-resolution problem by using stochastic differential equations. We also explore the possibility of the relation with optimal transport problems. To do these, we need the GPU resources to speed-up the computations. The project is part of an on-going work submitting to AISTATS this year.