[读论文][2s生成] SnapFusion: Text-to-Image Diffusion Model on MobileDevices within Two Seconds

摘要

Text-to-image diffusion models can create stunning images from natural language

descriptions that rival the work of professional artists and photographers.
However, these models are large, with complex network architectures and tens of denoising

iterations, making them computationally expensive and slow to run.
As a result, high-end GPUs and cloud-based inference are required to run diffusion models at

scale.
This is costly and has privacy implications, especially when user data is sent

to a third party.
To overcome these challenges, we present a generic approach that, for the first time, unlocks running text-to-image diffusion models on mobile devices in

[读论文][2s生成] SnapFusion: Text-to-Image Diffusion Model on MobileDevices within Two Seconds相关推荐

AI艺术的背后：详解文本生成图像模型【基于 Diffusion Model】
系列文章链接: AI艺术的背后:详解文本生成图像模型[基于 VQ-VAE] AI艺术的背后:详解文本生成图像模型[基于GAN] AI艺术的背后:详解文本生成图像模型[基于Diffusion Model ...
浅谈图像生成模型 Diffusion Model 原理
重磅推荐专栏: <AI 大模型之美> 揭开 ChatGPT 面纱,拥抱 AI 新潮流重磅推荐专栏: <Transformers自然语言处理系列教程> 手把手带你深入实践Tra ...
读论文2：SELFEXPLAIN: A Self-Explaining Architecture for Neural Text Classifiers
SELFEXPLAIN: A Self-Explaining Architecture for Neural Text Classifiers Abstract:[上一篇:读论文1](https:// ...
读论文3：SELFEXPLAIN: A Self-Explaining Architecture for Neural Text Classifiers
标题读论文3:SELFEXPLAIN: A Self-Explaining Architecture for Neural Text Classifiers 标题 Abstract:[读论文1](h ...
2016~2022 文字生成图像 Text to image（T2I）论文整理阅读路线和阅读指南
2016~2021 文字生成图像 Text to image(T2I)论文汇总阅读路线和阅读指南综述类部分最新重要研究成果发展与往年经典模型综述类 1.Adversarial Text-to ...
我用飞桨Parakeet合成小姐姐声音帮我“读”论文
点击左上方蓝字关注我们 [飞桨开发者说]顾茜,PPDE飞桨开发者技术专家,烟草行业开发工程师,毕业于厦门大学数学科学学院,研究方向为:人工智能在烟草行业的应用. 深度学习的论文读起来总是有点艰难,看不 ...
Re7：读论文 FLA/MLAC/FactLaw Learning to Predict Charges for Criminal Cases with Legal Basis
诸神缄默不语-个人CSDN博文目录论文名称:Learning to Predict Charges for Criminal Cases with Legal Basis 论文ArXiv网址:htt ...
覆盖近2亿篇论文还免费！沈向洋旗下团队「读论文神器」登B站热搜
视学算法报道编辑:小咸鱼好困 [新智元导读]无意中发现B站上有个叫ReadPaper的在线论文阅读笔记神器冲上了热榜!ReadPaper由沈向洋博士创办的IDEA旗下团队研发,其收录了近2 ...
读论文：Fine-grained Image Classification via Combining Vision and Language
读论文:Fine-grained Image Classification via Combining Vision and Language 文章目录一.概述二.本文贡献三.网络结构 1.目标 ...

[读论文][2s生成] SnapFusion: Text-to-Image Diffusion Model on MobileDevices within Two Seconds

[读论文][2s生成] SnapFusion: Text-to-Image Diffusion Model on MobileDevices within Two Seconds相关推荐

最新文章

热门文章