LoRWeB Model (Coming Soon)

ArXiv | GitHub Repository | 🌐 Project Website | 🤗 Evaluation Dataset (Comming Soon)

Hila Manor^1,2,  Rinon Gal²,  Haggai Maron^1,2,  Tomer Michaeli¹,  Gal Chechik^2,3

¹Technion - Israel Institute of Technology    ²NVIDIA    ³Bar-Ilan University

Given a prompt and an image triplet {a, a', b} that visually describe a desired transformation, LoRWeB dynamically constructs a single LoRA from a learnable basis of LoRA modules, and produces an editing result b' that applies the same analogy to the new image.

ℹ️ Additional Information

Please see our full modelcard and further details in the GitHub Repo

📚 Citation

If you use this model in your research, please cite:

@article{manor2026lorweb,
    title={Spanning the Visual Analogy Space with a Weight Basis of LoRAs},
    author={Manor, Hila and Gal, Rinon and Maron, Haggai and Michaeli, Tomer and Chechik, Gal},
    journal={arXiv preprint},
    year={2026}
}