Shanghai Jiao Tong University Team Develops Diffusion Probability Model

Editor | Wang Duoyu Typesetting | Shui Chengwen Deep Learning assisted functional protein design is a novel method that meets the growing demand for new biocatalysts in scientific and industrial production contexts, promoting the rapid discovery and modification of efficient and specialized proteins, and expanding the research boundaries of protein engineering. By harnessing the power … Read more

Understanding Diffusion Models: A Unified Perspective

Understanding Diffusion Models: A Unified Perspective

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The vision of the community is to promote communication and progress between academia, industry, and enthusiasts in natural language processing and machine learning, especially for beginners. Reprinted from … Read more

Mastering Stable Diffusion Icon Creation in Five Easy Steps

Mastering Stable Diffusion Icon Creation in Five Easy Steps

Inflatable icons are colorful and cute, commonly used in APP function icons, posters, and other works. Today, let’s learn how to create inflatable icon effects using Stable Diffusion with Xiao Fan! First, let’s take a look at our finished product. This time we will be using the online version of Stable Diffusion on Bilibili. You … Read more

Introduction to Stable Diffusion

Introduction to Stable Diffusion

I previously mentioned that I participated in a beta test for a new AI painting software. The official version is about to be released, and I have received authorization to publish images. All the images in this article come from this software called “Stable Diffusion”; feel free to enjoy them. All these images used the … Read more

NetEase AI Creative Workshop: Generate Images Online with Stable Diffusion

NetEase AI Creative Workshop: Generate Images Online with Stable Diffusion

Today, I want to introduce you to a particularly cool tool – the “NetEase AI Creative Workshop”. Recently, it has made our creative journey more convenient and fun by incorporating Stable Diffusion technology. If you are someone interested in image creation, or if you lack artistic talent but yearn to create a beautiful piece of … Read more

StableVideo: Generate Continuous Flicker-Free Videos Using Stable Diffusion

StableVideo: Generate Continuous Flicker-Free Videos Using Stable Diffusion

Source: DeepHub IMBA This article is approximately 2100 words long and is recommended to be read in 7 minutes. This article summarizes the paper by Chai et al., which proposes a new method that enables diffusion models to edit videos with high temporal consistency. Using Stable Diffusion to generate videos has always been a research … Read more

Stable Diffusion Sampling Speed Doubled! Diffusion Model Sampling Algorithm Requires Only 10 to 25 Steps

Stable Diffusion Sampling Speed Doubled! Diffusion Model Sampling Algorithm Requires Only 10 to 25 Steps

Professor Zhu Jun from Tsinghua University’s Computer Science Department, leading the TSAIL team, proposed DPM-Solver (NeurIPS 2022 Oral, approximately the top 1.7%) and DPM-Solver++, which has pushed the rapid sampling algorithm of diffusion models to the extreme: achieving high-quality sampling with only 10 to 25 steps without additional training. This year, one of the most … Read more

Learn How to Use Stable Diffusion for Interior Design

Learn How to Use Stable Diffusion for Interior Design

Many interior designers want to use the popular AI drawing tool—Stable Diffusion—to enhance design efficiency and creativity, but they don’t know how to use it. Today, I have prepared a valuable sharing for everyone.From the local deployment of Stable Diffusion, operation interface, and plugin usage, to practical case studies, I will teach you step by … Read more

Understanding MR Imaging Technology and Clinical Applications

Understanding MR Imaging Technology and Clinical Applications

[Brief Q&A] 2021.1.7 [Imaging Thinking] 059 [Imaging Quiz]059 Young Male Sella Region andHip Joint Lesions?Left Femoral Head Osteonecrosis, Pituitary Stalk Interruption Syndrome, Pituitary Hypoplasia, Ectopic Neurohypophysis The following images and some content are derived from Professor Li Haitao’s lecture notes at the Southwest Hospital of the Army Medical University. Question 1: What is the principle … Read more

Understanding Stable Diffusion Through 35 Images

Understanding Stable Diffusion Through 35 Images

Author|Jay Alammar Translated by|Yang Ting, Xu Jiayu Recently, AI image generation has attracted attention, capable of generating exquisite images based on text descriptions, significantly changing the way people create images.Stable Diffusion is a high-performance model that generates higher quality images, runs faster, and consumes fewer resources and memory, marking a milestone in the field of … Read more