@article{mitigatingthereasoningtaxinvisionlanguag,
  title = {Mitigating the Reasoning Tax in Vision-Language Fine-Tuning with Input-Adaptive Depth Aggregation},
  author = {Yiming Ren and Yujiu Yang and Junjie Wang},
  year = {2026},
  eprint = {2603.26330},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.26330},
}