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

Improving the Stability and Efficiency of Diffusion Models for Content Consistent Super-Resolution

🧡ྀི What's New in CCSR-v2? We have implemented the CCSR-v2 code based on the Diffusers. Compared to CCSR-v1, CCSR-v2 brings a host of upgrades: We propose new stability metrics, namely global ...
IEEE

SatDiff: A Stable Diffusion Framework for Inpainting Very High-Resolution Satellite Imagery

Abstract: Satellite image inpainting is a critical task in remote sensing, requiring accurate restoration of missing or occluded regions for reliable image analysis. In this paper, we present SatDiff, ...
GitHub

Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation

This repository contains the code and data for the paper Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation by Gérôme Andry, Sacha Lewin, François Rozet, Omer ...