@article{generalizablevlafinetuningviarepresentat, title = {Generalizable VLA Finetuning via Representation Anchoring and Language-Action Alignment}, author = {Dwip Dalal and Shivansh Patel and Chahit Jain and Jeonghwan Kim and Utkarsh Mishra and Alex Baratian and Hyeonjeong Ha and Heng Ji and Svetlana Lazebnik and Unnat Jain}, year = {2026}, eprint = {2607.13429}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.13429}, }