何恺明（Kaiming He）教授带领的麻省理工学院团队，联合哈佛大学研究者，发布了一项名为 Drifting Models（漂移模型）的新研究。这项工作最核心的突破在于：它打破了扩散模型（Diffusion）或流匹配模型（Flow Matching ...

像素扩散模型虽然避开了 VAE，但它要面对的是一个极其复杂的高维空间。在这个空间里，除了我们关心的物体形状、颜色，还充斥着大量的“无效信息”，比如相机的噪声、肉眼不可见的细节。让模型去逐个像素地死磕这些无效信号，不仅浪费算力，还会让训练变得异常困难。

The field of image generation moves quickly. Though the diffusion models used by popular tools like Midjourney and Stable Diffusion may seem like the best we’ve got, the next thing is always coming — ...

Inception, a new Palo Alto-based company started by Stanford computer science professor Stefano Ermon, claims to have developed a novel AI model based on “diffusion” technology. Inception calls it a ...

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more As OpenAI celebrates the return of Sam ...

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.

The development of large language models (LLMs) is entering a pivotal phase with the emergence of diffusion-based architectures. These models, spearheaded by Inception Labs through its new Mercury ...

Using Stable Diffusion Models, you can take control over the style of your image creation. These image models are trained on a variety of images. For example, if you want to generate real-life images, ...

This article is published by AllBusiness.com, a partner of TIME. What is a Diffusion Model? A diffusion model is a type of generative artificial intelligence model that creates high-quality outputs ...