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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.

Preprint

Citation

If you find our work useful for your research, please consider citing us

@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}
}