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
Many friends in the background have been asking, what can Stable Diffusion (SD for short) be used for? In simple terms, Stable Diffusion is an AI software that automatically generates images. By inputting text, SD can generate a corresponding image, eliminating the need to “draw” or “take” a picture as before. When we scroll through … Read more
Today, I want to talk about a recently popular innovative AI tool – Scribble Diffusion. Just how amazing is this tool? In simple terms, it can quickly generate exquisite, high-definition images from the initial sketches provided by users, almost like adding magic to doodles. And the best part is, it not only enhances the sketches … Read more
MLNLP ( Machine Learning Algorithms and Natural Language Processing ) community is a well-known natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university professors, and industry researchers. The vision of the community is to promote communication between the academic and industrial circles of natural language processing and machine learning, … Read more
In 2022, the rapid development of AIGC in the field of large language models made general artificial intelligence seem less distant. When the number of parameters exceeds a certain threshold, AIGC systems based on large language models can understand commands issued by humans in natural language and correspondingly generate real, high-quality text, images, audio, video, … Read more
Today, let’s talk about the Stable Diffusion model—a deep learning model that can directly generate images from text descriptions. This technology has been highly popular in the past two years for a simple reason: it not only can ‘draw’ based on text descriptions, but the generated images are also very realistic. If you are interested … Read more
MLNLP is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, 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 | Li Rumor … Read more
Click on the above“Beginner’s Guide to Visuals”, choose to add a“Star” or “Pin” Important insights delivered immediately Perhaps the breakthrough in computer vision and machine learning over the past decade is the invention of GANs (Generative Adversarial Networks)—a method that introduces the possibility of generating content beyond what already exists in the data, serving as … Read more
The technology of Artificial Intelligence Generated Content (AIGC) is expected to trigger a new wave of productivity revolution, but it has also raised concerns about its safety. This article analyzes the safety issues of AIGC and proposes measures from three levels: technology, application, and regulation. Keywords: Artificial Intelligence Generated Content, AI Safety From Stable Diffusion … Read more
Transformers have brought tremendous advancements to various natural language tasks and have recently begun to penetrate the field of computer vision, starting to show potential in tasks previously dominated by CNNs. A recent study from the University of California, San Diego, and Google Research proposed using visual Transformers to train GANs. To effectively apply this … Read more