IEEE

INDIGO+: A Unified INN-Guided Probabilistic Diffusion Algorithm for Blind and Non-Blind Image Restoration

Abstract: Generative diffusion models are becoming one of the most popular prior in image restoration (IR) tasks due to their remarkable ability to generate realistic natural images. Despite achieving ...
IEEE

Mural Restoration with Integration of Prompt and Edge Constraints: A Study on Generation Accuracy Optimization Based on Stable Diffusion and ControlNet

Abstract: This study presents a mural restoration method leveraging Generative Adversarial Network (GAN) technology, specifically combining Stable Diffusion and ControlNet models. The method addresses ...
GitHub

Codebase for paper Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Learnable Linear Extrapolation.

You can set up the environment using the environment.yml (the requirement is the same as [DDRM]: https://github.com/bahjat-kawar/ddrm). Run conda env create -f ...
techxplore

Physics-aware AI algorithm uses Newton's third law to keep simulations stable

A team of EPFL researchers has developed an AI algorithm that can model complex dynamical processes while taking into account the laws of physics—using Newton's third law. Their research is published ...
GitHub

SeedVR2 and FlashVSR Studio Level Image and Video Upscaler Pro Released

It has been long waited to have a studio level video and image upscaler app. Today we have publishing the version 1.0 of SECourses Ultimate Video and Image Upscaler Pro. It is supporting SeedVR2, ...