Update README.md
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@@ -4,7 +4,7 @@ See [this](https://github.com/pkuliyi2015/multidiffusion-upscaler-for-automatic1
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This extension enables **large image drawing & upscaling with limited VRAM** via the following techniques:
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1. Two SOTA diffusion tiling algorithms: [Mixture of Diffusers](https://github.com/albarji/mixture-of-diffusers) and [MultiDiffusion](https://github.com/omerbt/MultiDiffusion)
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1. Two SOTA diffusion tiling algorithms: [Mixture of Diffusers](https://github.com/albarji/mixture-of-diffusers) <a href="https://arxiv.org/abs/2302.02412"><img width="32" alt="Mixture of Diffusers Paper" src="https://github.com/shiimizu/ComfyUI-TiledDiffusion/assets/54494639/b753b7f6-f9c0-405d-bace-792b9bbce5d5"></a> and [MultiDiffusion](https://github.com/omerbt/MultiDiffusion) <a href="https://arxiv.org/abs/2302.08113"><img width="32" alt="MultiDiffusion Paper" src="https://github.com/shiimizu/ComfyUI-TiledDiffusion/assets/54494639/b753b7f6-f9c0-405d-bace-792b9bbce5d5"></a>
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2. pkuliyi2015 & Kahsolt's Tiled VAE algorithm.
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3. ~~pkuliyi2015 & Kahsolt's TIled Noise Inversion for better upscaling.~~
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@@ -48,8 +48,8 @@ If you have the [Math Expression](https://github.com/pythongosssss/ComfyUI-Custo
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`C` = number of columns you want
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`R` = number of rows you want
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`tile_width // C`
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`tile_height // R`
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`pixel width of input image or latent // C` = `tile_width`
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`pixel height of input image or latent // R` = `tile_height`
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<img width="800" alt="Tile_arrangement" src="https://github.com/shiimizu/ComfyUI-TiledDiffusion/assets/54494639/9952e7d8-909e-436f-a284-c00f0fb71665">
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@@ -93,4 +93,22 @@ The following images can be loaded in ComfyUI.
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<p>4x upscale. 3 passes.</p>
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</div>
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## Citation
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```bibtex
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@article{jimenez2023mixtureofdiffusers,
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title={Mixture of Diffusers for scene composition and high resolution image generation},
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author={Álvaro Barbero Jiménez},
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journal={arXiv preprint arXiv:2302.02412},
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year={2023}
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}
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```
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```bibtex
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@article{bar2023multidiffusion,
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title={MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation},
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author={Bar-Tal, Omer and Yariv, Lior and Lipman, Yaron and Dekel, Tali},
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journal={arXiv preprint arXiv:2302.08113},
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year={2023}
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}
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```
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