Add model card for GaMO (#1)
Browse files- Add model card for GaMO (2759acc2e5b3196cd159b91cb8eec80e79147a90)
Co-authored-by: Niels Rogge <nielsr@users.noreply.huggingface.co>
README.md
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license: apache-2.0
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---
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license: apache-2.0
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pipeline_tag: image-to-image
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---
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# GaMO: Geometry-aware Multi-view Diffusion Outpainting for Sparse-View 3D Reconstruction
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[**Project Page**](https://yichuanh.github.io/GaMO/) | [**ArXiv**](https://huggingface.co/papers/2512.25073) | [**GitHub**](https://github.com/yichuanH/GaMO_official)
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GaMO (Geometry-aware Multi-view Outpainter) is a framework that reformulates sparse-view reconstruction through multi-view outpainting. Instead of generating new viewpoints, GaMO expands the field of view from existing camera poses, which inherently preserves geometric consistency while providing broader scene coverage.
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Our approach employs multi-view conditioning and geometry-aware denoising strategies in a zero-shot manner without training. Extensive experiments on Replica and ScanNet++ demonstrate state-of-the-art reconstruction quality across 3, 6, and 9 input views, outperforming prior methods in PSNR and LPIPS, while achieving a 25× speedup over SOTA diffusion-based methods.
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## Citation
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If you find this work useful, please consider citing:
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```bibtex
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@article{huang2025gamo,
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title={GaMO: Geometry-aware Multi-view Diffusion Outpainting for Sparse-View 3D Reconstruction},
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author={Huang, Yi-Chuan and Chien, Hao-Jen and Lin, Chin-Yang and Chen, Ying-Huan and Liu, Yu-Lun},
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journal={arXiv preprint arXiv:2512.25073},
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year={2025}
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}
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```
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