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

[CVPR 24]SinSR: Diffusion-Based Image Super-Resolution in a Single Step

Welcome! This is the official implementation of the paper "SinSR: Diffusion-Based Image Super-Resolution in a Single Step". Yufei Wang, Wenhan Yang, Xinyuan Chen, Yaohui Wang, Lanqing Guo, Lap-Pui ...
GitHub

Core ML Stable Diffusion

iPhone 12 Mini CPU_AND_NE SPLIT_EINSUM_V2 18.5* 1.44 iPhone 12 Pro Max CPU_AND_NE SPLIT_EINSUM_V2 15.4 1.45 iPhone 13 CPU_AND_NE SPLIT_EINSUM_V2 10.8* 2.53 iPhone 13 Pro Max CPU_AND_NE SPLIT_EINSUM_V2 ...
IEEE

EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution

Abstract: Recently, convolutional networks have achieved remarkable development in remote sensing image (RSI) super-resolution (SR) by minimizing the regression objectives, e.g., MSE loss. However, ...