@article{concertojoint2d3dselfsupervisedlearninge, title = {Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations}, author = {Yujia Zhang and Xiaoyang Wu and Yixing Lao and Chengyao Wang and Zhuotao Tian and Naiyan Wang and Hengshuang Zhao}, year = {2025}, eprint = {2510.23607}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.23607}, }