Instructions to use SsharvienKumar/SWoMo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use SsharvienKumar/SWoMo with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline from diffusers.utils import load_image, export_to_video # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("SsharvienKumar/SWoMo", dtype=torch.bfloat16, device_map="cuda") pipe.to("cuda") prompt = "A man with short gray hair plays a red electric guitar." image = load_image( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/guitar-man.png" ) output = pipe(image=image, prompt=prompt).frames[0] export_to_video(output, "output.mp4") - Notebooks
- Google Colab
- Kaggle
Update README.md
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README.md
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<div id="top" align="center">
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# SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation (MICCAI 2026)
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Ssharvien Kumar Sivakumar, Akwele Johnson, Anirudh Dhingra, Yannik Frisch, Ghazal Ghazaei, Anirban Mukhopadhyay
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[](https://huggingface.co/SsharvienKumar/SWoMo)
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</div>
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@article{sivakumar2026swomo,
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title={SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation},
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author={Sivakumar, Ssharvien Kumar and Johnson, Akwele and Dhingra, Anirudh and Frisch, Yannik and Ghazaei, Ghazal and Mukhopadhyay, Anirban},
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journal={arXiv preprint arXiv:
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year={2026}
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}
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```
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<div id="top" align="center">
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# SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation (MICCAI 2026 - Early Accept)
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Ssharvien Kumar Sivakumar, Akwele Johnson, Anirudh Dhingra, Yannik Frisch, Ghazal Ghazaei, Anirban Mukhopadhyay
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[](https://arxiv.org/abs/2605.16530)
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[](https://ssharvienkumar.github.io/SWoMo/)
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[](https://huggingface.co/SsharvienKumar/SWoMo)
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[](https://github.com/MECLabTUDA/IntrekSAM)
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</div>
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@article{sivakumar2026swomo,
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title={SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation},
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author={Sivakumar, Ssharvien Kumar and Johnson, Akwele and Dhingra, Anirudh and Frisch, Yannik and Ghazaei, Ghazal and Mukhopadhyay, Anirban},
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journal={arXiv preprint arXiv:2605.16530},
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year={2026}
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}
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```
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