# Task Vectors with Learned Anisotropic Scaling

This repository contains the model checkpoints for the NeurIPS'24 paper
> Frederic Z. Zhang, Paul Albert, Cristian Rodriguez-Opazo, Anton van den Hengel, Ehsan Abbasnejad.
_Knowledge Composition using Task Vectors with Learned Anisotropic Scaling_.
In Advances in Neural Information Processing Systems (NeurIPS), 2024.

<a href="http://arxiv.org/abs/2407.02880">Preprint</a>

# Citation
If you find our work useful for your research, please consider citing us
```bibtex
@inproceedings{atlas_neurips_2024 ,
  title     = {Knowledge Composition using Task Vectors with Learned Anisotropic Scaling},
  author    = {Zhang, Frederic Z and Albert, Paul and Rodriguez-Opazo, Cristian and van den Hengel, Anton and Abbasnejad, Ehsan},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year      = {2024}
}
```