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杨思洁 2024-10-24 21:43:22 +08:00
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# 2D-Generation
Stable Diffusion3
# 3D-Generation
Wonder3D
# Video Generation
KLING
#

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# Diffusion
Introduced by Ho et al. in Denoising Diffusion Probabilistic Models https://arxiv.org/pdf/2006.11239v2
![Alt text](DiffusionTasks.png)
## 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
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## 4.Networks
## 5.Comparision
| Method | Venue | | |
|--|--|--|--|
| | | | |
## 1.Denoising
### 1Description
### 2
## 2.Image Generation
## 3.Image Reconstruction
## 4.Inpainting
## 5.Video Generation