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最近开启了论文100计划,准备阅读整理100篇CV领域经典论文,在扩散模型方面精选了十篇经典论文,这里相当于一个目录,后续会对这十篇论文一一详细精度
目录
一.《Improved Denoising Diffusion Probabilistic Models》DDPM奠基之作
二.《DENOISING DIFFUSION IMPLICIT MODELS》从DDPM到DDIM
三.《Diffusion Models Beat GANs on Image Classification》Diffusion第一次击败GANs
四.《Classifier-Free Diffusion Guidance》条件分类器技术
五.《Palette: Image-to-Image Diffusion Models》Image-to-Image经典之作
七.《High-Resolution Image Synthesis with Latent Diffusion Models》Stable Diffusion
八.《Video Diffusion Models》进军视频领域
九.《Prompt-to-Prompt Image Editing with Cross Attention Control》自注意机制
十.《Scalable Diffusion Models with Transformers》Transformer instead Unet
1.博客:
2.论文:http://proceedings.mlr.press/v139/nichol21a/nichol21a.pdf
3.代码:https://github.com/lucidrains/denoising-diffusion-pytorch
https://github.com/openai/improved-diffusion
1.博客:
2.论文:https://arxiv.org/pdf/2010.02502.pdf
3.代码:https://github.com/ermongroup/ddim
1.博客:
2.论文:https://arxiv.org/pdf/2307.08702.pdf
3.代码:GitHub - openai/guided-diffusion
1.博客:
2.论文:https://openreview.net/pdf?id=qw8AKxfYbI
1.博客:
2.论文:https://dl.acm.org/doi/pdf/10.1145/3528233.3530757
1.博客:
2.论文:https://arxiv.org/pdf/2112.10741.pdf
3.代码:https://github.com/openai/glide-text2im/tree/main/glide_text2im
1.博客:
2.论文:https://arxiv.org/pdf/2112.10752.pdf
3.代码:https://arxiv.org/pdf/2112.10752.pdf
1.博客:
2.论文:https://arxiv.org/pdf/2204.03458.pdf
1.博客:
2.论文:https://arxiv.org/pdf/2208.01626.pdf
3.代码:https://github.com/bloc97/CrossAttentionControl
1.博客:
2.论文:https://arxiv.org/pdf/2212.09748.pdf
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