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Title: GitHub - lapskojs/latent-diffusion: High-Resolution Image Synthesis with Latent Diffusion Models

Open Graph Title: GitHub - lapskojs/latent-diffusion: High-Resolution Image Synthesis with Latent Diffusion Models

X Title: GitHub - lapskojs/latent-diffusion: High-Resolution Image Synthesis with Latent Diffusion Models

Description: High-Resolution Image Synthesis with Latent Diffusion Models - lapskojs/latent-diffusion

Open Graph Description: High-Resolution Image Synthesis with Latent Diffusion Models - lapskojs/latent-diffusion

X Description: High-Resolution Image Synthesis with Latent Diffusion Models - lapskojs/latent-diffusion

Opengraph URL: https://github.com/lapskojs/latent-diffusion

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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README	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion
License	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#latent-diffusion-models
arXiv	https://arxiv.org/abs/2112.10752
BibTeX	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#bibtex
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion/blob/main/assets/results.gif
High-Resolution Image Synthesis with Latent Diffusion Models	https://arxiv.org/abs/2112.10752
Robin Rombach	https://github.com/rromb
Andreas Blattmann	https://github.com/ablattmann
Dominik Lorenz	https://github.com/qp-qp
Patrick Esser	https://github.com/pesser
Björn Ommer	https://hci.iwr.uni-heidelberg.de/Staff/bommer
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion/blob/main/assets/modelfigure.png
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#news
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#july-2022
retrieval-augmented diffusion models	https://arxiv.org/abs/2204.11824
this section	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#retrieval-augmented-diffusion-models
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#april-2022
Katherine Crowson	https://github.com/crowsonkb
PLMS sampler	https://arxiv.org/abs/2202.09778
this PR	https://github.com/CompVis/latent-diffusion/pull/51
latent diffusion LAION model	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#text-to-image
Huggingface Spaces 🤗	https://huggingface.co/spaces
Gradio	https://github.com/gradio-app/gradio
	https://huggingface.co/spaces/multimodalart/latentdiffusion
model	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#text-to-image
LAION-400M	https://arxiv.org/abs/2111.02114
classifier-free guidance	https://openreview.net/pdf?id=qw8AKxfYbI
colab notebook	https://colab.research.google.com/github/CompVis/latent-diffusion/blob/main/scripts/latent_imagenet_diffusion.ipynb
	https://colab.research.google.com/github/CompVis/latent-diffusion/blob/main/scripts/latent_imagenet_diffusion.ipynb
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#requirements
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	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#pretrained-models
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	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#retrieval-augmented-diffusion-models
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion/blob/main/assets/rdm-preview.jpg
https://arxiv.org/abs/2204.11824	https://arxiv.org/abs/2204.11824
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#rdm-with-text-prompt-only-no-explicit-retrieval-needed
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#rdm-with-text-to-image-retrieval
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ArtBench-	https://github.com/liaopeiyuan/artbench
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ScaNN	https://github.com/google-research/google-research/tree/master/scann
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#coming-soon
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#text-to-image
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion/blob/main/assets/txt2img-preview.png
Pseudo Numerical Methods for Diffusion Models on Manifolds	https://arxiv.org/abs/2202.09778
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#beyond-256
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion/blob/main/assets/txt2img-convsample.png
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notebook	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion/blob/main/scripts/latent_imagenet_diffusion.ipynb
	https://colab.research.google.com/github/CompVis/latent-diffusion/blob/main/scripts/latent_imagenet_diffusion.ipynb
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion/blob/main/assets/birdhouse.png
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	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#train-your-own-ldms
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#data-preparation
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taming-transformers	https://github.com/CompVis/taming-transformers#celeba-hq
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#lsun
here	https://github.com/fyu/lsun
https://ommer-lab.com/files/lsun.zip	https://ommer-lab.com/files/lsun.zip
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#imagenet
Academic Torrents	http://academictorrents.com/
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#model-training
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#training-autoencoder-models
taming-transformers	https://github.com/CompVis/taming-transformers
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	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#pretrained-autoencoding-models
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion/blob/main/assets/reconstruction2.png
https://ommer-lab.com/files/latent-diffusion/vq-f4.zip	https://ommer-lab.com/files/latent-diffusion/vq-f4.zip
https://heibox.uni-heidelberg.de/f/9c6681f64bb94338a069/?dl=1	https://heibox.uni-heidelberg.de/f/9c6681f64bb94338a069/?dl=1
https://ommer-lab.com/files/latent-diffusion/vq-f8.zip	https://ommer-lab.com/files/latent-diffusion/vq-f8.zip
https://ommer-lab.com/files/latent-diffusion/vq-f8-n256.zip	https://ommer-lab.com/files/latent-diffusion/vq-f8-n256.zip
https://heibox.uni-heidelberg.de/f/0e42b04e2e904890a9b6/?dl=1	https://heibox.uni-heidelberg.de/f/0e42b04e2e904890a9b6/?dl=1
https://ommer-lab.com/files/latent-diffusion/kl-f4.zip	https://ommer-lab.com/files/latent-diffusion/kl-f4.zip
https://ommer-lab.com/files/latent-diffusion/kl-f8.zip	https://ommer-lab.com/files/latent-diffusion/kl-f8.zip
https://ommer-lab.com/files/latent-diffusion/kl-f16.zip	https://ommer-lab.com/files/latent-diffusion/kl-f16.zip
https://ommer-lab.com/files/latent-diffusion/kl-f32.zip	https://ommer-lab.com/files/latent-diffusion/kl-f32.zip
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#get-the-models
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#pretrained-ldms
https://ommer-lab.com/files/latent-diffusion/celeba.zip	https://ommer-lab.com/files/latent-diffusion/celeba.zip
https://ommer-lab.com/files/latent-diffusion/ffhq.zip	https://ommer-lab.com/files/latent-diffusion/ffhq.zip
https://ommer-lab.com/files/latent-diffusion/lsun_churches.zip	https://ommer-lab.com/files/latent-diffusion/lsun_churches.zip
https://ommer-lab.com/files/latent-diffusion/lsun_bedrooms.zip	https://ommer-lab.com/files/latent-diffusion/lsun_bedrooms.zip
https://ommer-lab.com/files/latent-diffusion/cin.zip	https://ommer-lab.com/files/latent-diffusion/cin.zip
ADM	https://github.com/openai/guided-diffusion
https://ommer-lab.com/files/latent-diffusion/text2img.zip	https://ommer-lab.com/files/latent-diffusion/text2img.zip
https://ommer-lab.com/files/latent-diffusion/sr_bsr.zip	https://ommer-lab.com/files/latent-diffusion/sr_bsr.zip
https://ommer-lab.com/files/latent-diffusion/layout2img_model.zip	https://ommer-lab.com/files/latent-diffusion/layout2img_model.zip
https://ommer-lab.com/files/latent-diffusion/semantic_synthesis256.zip	https://ommer-lab.com/files/latent-diffusion/semantic_synthesis256.zip
https://ommer-lab.com/files/latent-diffusion/semantic_synthesis.zip	https://ommer-lab.com/files/latent-diffusion/semantic_synthesis.zip
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#get-the-models-1
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#coming-soon-1
https://colab.research.google.com/drive/1xqzUi2iXQXDqXBHQGP9Mqt2YrYW6cx-J?usp=sharing	https://colab.research.google.com/drive/1xqzUi2iXQXDqXBHQGP9Mqt2YrYW6cx-J?usp=sharing
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#comments
OpenAI's ADM codebase	https://github.com/openai/guided-diffusion
https://github.com/lucidrains/denoising-diffusion-pytorch	https://github.com/lucidrains/denoising-diffusion-pytorch
x-transformers	https://github.com/lucidrains/x-transformers
lucidrains	https://github.com/lucidrains?tab=repositories
	https://patch-diff.githubusercontent.com/lapskojs/latent-diffusion#bibtex
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