@article{givagradientinformedbasesforvectorbaseda, title = {GiVA: Gradient-Informed Bases for Vector-Based Adaptation}, author = {Neeraj Gangwar and Rishabh Deshmukh and Michael Shavlovsky and Hancao Li and Vivek Mittal and Lexing Ying and Nickvash Kani}, year = {2026}, eprint = {2604.21901}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.21901}, }