@article{catcurvatureadaptivetransformersforgeome, title = {CAT: Curvature-Adaptive Transformers for Geometry-Aware Learning}, author = {Ryan Y. Lin and Siddhartha Ojha and Nicholas Bai}, year = {2025}, eprint = {2510.01634}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.01634}, }