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--- |
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license: apache-2.0 |
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datasets: |
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- R-J/SPI-2M |
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library_name: diffusers |
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tags: |
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- medical |
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--- |
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# StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images |
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Repo containing model weights from the [paper](https://arxiv.org/abs/2403.09302), Github code can be found [here](https://github.com/R-J96/stainFuser) |
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![StainFuser](assets/workflow_pipeline.png) |
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### Organisation |
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- checkpoint: StainFuser trained weights trained at 512x512 resolution with mixed magnification |
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- training: contains SD per-trained weights for backbone initialistaion in training |
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### Citation |
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``` |
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@misc{jewsbury2024stainfuser, |
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title={StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images}, |
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author={Robert Jewsbury and Ruoyu Wang and Abhir Bhalerao and Nasir Rajpoot and Quoc Dang Vu}, |
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year={2024}, |
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eprint={2403.09302}, |
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archivePrefix={arXiv}, |
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primaryClass={eess.IV} |
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} |
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``` |