@article{geoflowvlmgeometryawarejointuncertaintyf, title = {GeoFlowVLM: Geometry-Aware Joint Uncertainty for Frozen Vision-Language Embedding}, author = {Mayank Nautiyal and Li Ju and Andreas Hellander and Ekta Vats and Prashant Singh}, year = {2026}, eprint = {2605.13352}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.13352}, }