与baseline Diffusion Models不同的是,Kaleido 引入了一个Autoregressive Model,以T5的decoder进行初始化。Autoregressive Model的目的是将原始的caption条件,离散化成更加丰富的条件。在训练阶段是和Diffusion一起优化的。Text Encoder的输出以cross attention的形式作用在Autoregressive Model上,迭代预测下一个token。最终训练好...
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【论文笔记】High-Resolution Image Synthesis with Latent Diffusion Models Code: CompVis/latent-diffusion: High-Resolution Image Synthesis with Latent Diffusion Models (github.com) Paper: https://arxiv.org/abs/2112.10752ContributionDiffusion model是一… 微风发表于图文多模态 CVPR 2022 | 十问解答 MAT: ...
Our results are applied to Bessel processes and diffusion models in population genetics. In population genetics, the change of gene frequency is approximated by a one-dimensional diffusion process on [0,1]. We consider the diffusion model with random sampling drift and stochastic selection as the ...
[论文代码阅读]ControlNet: Adding Conditional Control to Text-to-Image Diffusion Models 2.4万播放 CogVideo:从文本直接生成视频 2444播放 XTuner 微调 LLM:1.8B、多模态、Agent 7069播放 大模型微调数据构造(补充课程) 1.1万播放 chatGLM2-6B-华驼数据集微调 中文医学指令微调 云服务器实现 4254播放 微调Llama...
conditional score-based diffusion models 1. 引言 1.1 概述 在当今信息爆炸的时代,如何从海量数据中提取有用的信息已成为一个重要且具有挑战性的问题。随着社交网络和在线平台的迅速发展,人们对于信息扩散过程的理解变得越来越重要。条件分数扩散模型是一种用来建模和预测信息传播的有效工具。它可以帮助我们理解和预测...
A Survey on Conditional Image Synthesis with Diffusion Models The repository is based on our recently released survey Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan, Defang Chen, Jian-Ping Mei, Zhenghe Zhao, Jiawei Chen, Chun Chen, Siwei Lyu, Fellow, IEEE and Can Wang...
Star12 Pretrained-Guided Masked Conditional Diffusion Models for Microbiome Data Analysis 12stars0forksBranchesTagsActivity Star Notifications main BranchesTags Code Folders and files Latest commit Cannot retrieve latest commit at this time. 6 Commits ...