Abstract: The application of Stable Diffusion Models (SDMs) in Internet of Things (IoT) image processing raises significant ethical concerns, particularly regarding model copyright infringement and ...

ABSTRACT: The golden age of digital chips seems to be coming to an end. For decades, we have relied on making transistors smaller and increasing clock speeds to improve performance. However, when chip ...

task-specific conditions in an end-to-end way, and the learning is robust even when the training dataset is small ( 50k). Moreover, training a ControlNet is as fast as fine-tuning a diffusion model, ...

00:15:19 If you don't know how to use Automatic1111 web UI In this video, the presenter demonstrates how to use Stable Diffusion X-Large (SDXL) on RunPod with the Automatic1111 SD Web UI to generate ...

A few years ago, a new kind of AI called a diffusion model appeared. Today, it powers tools like Stable Diffusion and Runway Gen-2, turning text prompts into high-quality images and even short videos.

Diffusion models gradually refine and produce a requested output, sometimes starting from random noise—values generated by the model itself—and sometimes working from user-provided data. Think of ...

Abstract: The stable diffusion model (SDM) is a prevalent and effective model for text-to-image (T2I) and image-to-image (I2I) generation. Despite various attempts at sampler optimization, model ...

Learn how to build a clean and functional horse stable in Minecraft using simple materials. This tutorial is easy to follow and works well in both survival and creative mode. A practical solution for ...