Software & Data Downloads — SteeredDiffusion
Steered Diffusion for users to modify outputs of pretrained diffusion models using additional steering functions without any need of fine-tuning.
This the code for the ICCV 2023 publication Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Face Synthesis. It allows users to modify outputs of pretrained diffusion models using additional steering functions without any need of fine-tuning. The code shows examples of several types of tasks like image restoration and editing using Steered Diffusion.
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Related Research Highlight
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Related Publications
- "Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis", IEEE International Conference on Computer Vision (ICCV), October 2023, pp. 20850-20860.
,BibTeX TR2023-126 PDF Software Presentation- @inproceedings{Nair2023sep,
- author = {Nair, Nithin Gopalakrishnan and Cherian, Anoop and Lohit, Suhas and Wang, Ye and Koike-Akino, Toshiaki and Patel, Vishal M. and Marks, Tim K.},
- title = {Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis},
- booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision},
- year = 2023,
- pages = {20850--20860},
- month = oct,
- publisher = {IEEE/CVF},
- url = {https://www.merl.com/publications/TR2023-126}
- }
- "Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis", IEEE International Conference on Computer Vision (ICCV), October 2023, pp. 20850-20860.
Software & Data Downloads
Access software at https://github.com/merlresearch/SteeredDiffusion.