@article{privacypreservingdepthonlyopenvocabulary, title = {Privacy-Preserving Depth-Only Open-Vocabulary 3D Semantic Segmentation Via Uncertainty-Guided Test-Time Optimization}, author = {Xuying Huang and Sicong Pan and Maren Bennewitz}, year = {2026}, eprint = {2607.00978}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.00978}, }