Report/Docs/2024-10-24/Survey.md

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Diffusion

Introduced by Ho et al. in Denoising Diffusion Probabilistic Models https://arxiv.org/pdf/2006.11239v2 Alt text

1.Description

2.Background

各式各样的深度生成模型最近都表现出了高质量样本数据模式生成对抗网络GANs、自回归模型、流和变分自编码器VAE已经合成出了图像和样本

扩散模型(Diffusion Probabilistic model)是一个参数化马尔可夫链

3.Papers & Methods

4.Networks

5.Comparision

Method Venue

1.Denoising

1Description

2

2.Image Generation

3.Image Reconstruction

4.Inpainting

5.Video Generation